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ORCIDBibTeX records: Nicholas Cummins
@inproceedings{DBLP:conf/icassp/Perez-ToroDKCZM24,
author = {Paula Andrea P{\'{e}}rez{-}Toro and
Judith Dineley and
Agnieszka Kaczkowska and
Pauline Conde and
Yuezhou Zhang and
Faith Matcham and
Sara Siddi and
Josep Maria Haro and
Stuart Bruce and
Til Wykes and
Raquel Bail{\'{o}}n and
Srinivasan Vairavan and
Richard J. B. Dobson and
Andreas K. Maier and
Elmar N{\"{o}}th and
Juan Rafael Orozco{-}Arroyave and
Vaibhav A. Narayan and
Nicholas Cummins},
title = {Longitudinal Modeling of Depression Shifts Using Speech and Language},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {12021--12025},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10447195},
doi = {10.1109/ICASSP48485.2024.10447195},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/Perez-ToroDKCZM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-07497,
author = {Nicholas Cummins and
Lauren L. White and
Zahia Rahman and
Catriona Lucas and
Tian Pan and
Ewan Carr and
Faith Matcham and
Johnny Downs and
Richard J. B. Dobson and
Judith Dineley},
title = {A pilot protocol and cohort for the investigation of non-pathological
variability in speech},
journal = {CoRR},
volume = {abs/2406.07497},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.07497},
doi = {10.48550/ARXIV.2406.07497},
eprinttype = {arXiv},
eprint = {2406.07497},
timestamp = {Fri, 12 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-07497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/ZhangPFSCMVDRRC23,
author = {Yuezhou Zhang and
Abhishek Pratap and
Amos A. Folarin and
Shaoxiong Sun and
Nicholas Cummins and
Faith Matcham and
Srinivasan Vairavan and
Judith Dineley and
Yatharth Ranjan and
Zulqarnain Rashid and
Pauline Conde and
Callum L. Stewart and
Katie M. White and
Carolin Oetzmann and
Alina Ivan and
Femke Lamers and
Sara Siddi and
Carla Hern{\'{a}}ndez Rambla and
Sara Simblett and
Raluca Nica and
David C. Mohr and
Inez Myin{-}Germeys and
Til Wykes and
Josep Maria Haro and
Brenda W. J. H. Penninx and
Peter Annas and
Vaibhav A. Narayan and
Matthew Hotopf and
Richard J. B. Dobson},
title = {Long-term participant retention and engagement patterns in an app
and wearable-based multinational remote digital depression study},
journal = {npj Digit. Medicine},
volume = {6},
year = {2023},
url = {https://doi.org/10.1038/s41746-023-00749-3},
doi = {10.1038/S41746-023-00749-3},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/ZhangPFSCMVDRRC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/KontaxisLGMLRBGZCVHDNPCMSNBCC23,
author = {Spyridon Kontaxis and
Estela Laporta and
Esther Garc{\'{\i}}a and
Matteo Martinis and
Letizia Leocani and
Lucia Roselli and
Mathias Due Buron and
Ana Isabel Guerrero and
Ana Zabalza and
Nicholas Cummins and
Srinivasan Vairavan and
Matthew Hotopf and
Richard J. B. Dobson and
Vaibhav A. Narayan and
Maria Libera La Porta and
Gloria Dalla Costa and
Melinda Magyari and
Per Soelberg S{\o}rensen and
Carlos Nos and
Raquel Bail{\'{o}}n and
Giancarlo Comi and
RADAR{-}CNS Consortium},
title = {Automatic Assessment of the 2-Minute Walk Distance for Remote Monitoring
of People with Multiple Sclerosis},
journal = {Sensors},
volume = {23},
number = {13},
pages = {6017},
year = {2023},
url = {https://doi.org/10.3390/s23136017},
doi = {10.3390/S23136017},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/KontaxisLGMLRBGZCVHDNPCMSNBCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/FaraHGGMC23,
author = {Salvatore Fara and
Orlaith Hickey and
Alexandra Livia Georgescu and
Stefano Goria and
Emilia Molimpakis and
Nicholas Cummins},
editor = {Naomi Harte and
Julie Carson{-}Berndsen and
Gareth Jones},
title = {Bayesian Networks for the robust and unbiased prediction of depression
and its symptoms utilizing speech and multimodal data},
booktitle = {24th Annual Conference of the International Speech Communication Association,
Interspeech 2023, Dublin, Ireland, August 20-24, 2023},
pages = {1728--1732},
publisher = {{ISCA}},
year = {2023},
url = {https://doi.org/10.21437/Interspeech.2023-1709},
doi = {10.21437/INTERSPEECH.2023-1709},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/FaraHGGMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/CampbellDCMWOSB23,
author = {Edward L. Campbell and
Judith Dineley and
Pauline Conde and
Faith Matcham and
Katie M. White and
Carolin Oetzmann and
Sara Simblett and
Stuart Bruce and
Amos A. Folarin and
Til Wykes and
Srinivasan Vairavan and
Richard J. B. Dobson and
Laura Doc{\'{\i}}o Fern{\'{a}}ndez and
Carmen Garc{\'{\i}}a{-}Mateo and
Vaibhav A. Narayan and
Matthew Hotopf and
Nicholas Cummins},
editor = {Naomi Harte and
Julie Carson{-}Berndsen and
Gareth Jones},
title = {Classifying depression symptom severity: Assessment of speech representations
in personalized and generalized machine learning models},
booktitle = {24th Annual Conference of the International Speech Communication Association,
Interspeech 2023, Dublin, Ireland, August 20-24, 2023},
pages = {1738--1742},
publisher = {{ISCA}},
year = {2023},
url = {https://doi.org/10.21437/Interspeech.2023-1721},
doi = {10.21437/INTERSPEECH.2023-1721},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/CampbellDCMWOSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/DineleyCMDDQC23,
author = {Judith Dineley and
Ewan Carr and
Faith Matcham and
Johnny Downs and
Richard J. B. Dobson and
Thomas F. Quatieri and
Nicholas Cummins},
editor = {Naomi Harte and
Julie Carson{-}Berndsen and
Gareth Jones},
title = {Towards robust paralinguistic assessment for real-world mobile health
(mHealth) monitoring: an initial study of reverberation effects on
speech},
booktitle = {24th Annual Conference of the International Speech Communication Association,
Interspeech 2023, Dublin, Ireland, August 20-24, 2023},
pages = {2373--2377},
publisher = {{ISCA}},
year = {2023},
url = {https://doi.org/10.21437/Interspeech.2023-947},
doi = {10.21437/INTERSPEECH.2023-947},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/DineleyCMDDQC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-12514,
author = {Judith Dineley and
Ewan Carr and
Faith Matcham and
Johnny Downs and
Richard J. B. Dobson and
Thomas F. Quatieri and
Nicholas Cummins},
title = {Towards robust paralinguistic assessment for real-world mobile health
(mHealth) monitoring: an initial study of reverberation effects on
speech},
journal = {CoRR},
volume = {abs/2305.12514},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.12514},
doi = {10.48550/ARXIV.2305.12514},
eprinttype = {arXiv},
eprint = {2305.12514},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-12514.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-11773,
author = {Yuezhou Zhang and
Amos A. Folarin and
Judith Dineley and
Pauline Conde and
Valeria de Angel and
Shaoxiong Sun and
Yatharth Ranjan and
Zulqarnain Rashid and
Callum L. Stewart and
Petroula Laiou and
Heet Sankesara and
Linglong Qian and
Faith Matcham and
Katie M. White and
Carolin Oetzmann and
Femke Lamers and
Sara Siddi and
Sara Simblett and
Bj{\"{o}}rn W. Schuller and
Srinivasan Vairavan and
Til Wykes and
Josep Maria Haro and
Brenda W. J. H. Penninx and
Vaibhav A. Narayan and
Matthew Hotopf and
Richard J. B. Dobson and
Nicholas Cummins and
RADAR{-}CNS Consortium},
title = {Identifying depression-related topics in smartphone-collected free-response
speech recordings using an automatic speech recognition system and
a deep learning topic model},
journal = {CoRR},
volume = {abs/2308.11773},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.11773},
doi = {10.48550/ARXIV.2308.11773},
eprinttype = {arXiv},
eprint = {2308.11773},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-11773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/SunFZCLSRRCLSCL22,
author = {Shaoxiong Sun and
Amos A. Folarin and
Yuezhou Zhang and
Nicholas Cummins and
Shuo Liu and
Callum L. Stewart and
Yatharth Ranjan and
Zulqarnain Rashid and
Pauline Conde and
Petroula Laiou and
Heet Sankesara and
Gloria Dalla Costa and
Letizia Leocani and
Per Soelberg S{\o}rensen and
Melinda Magyari and
Ana Isabel Guerrero and
Ana Zabalza and
Srinivasan Vairavan and
Raquel Bail{\'{o}}n and
Sara Simblett and
Inez Myin{-}Germeys and
Aki Rintala and
Til Wykes and
Vaibhav A. Narayan and
Matthew Hotopf and
Giancarlo Comi and
Richard J. B. Dobson},
title = {The utility of wearable devices in assessing ambulatory impairments
of people with multiple sclerosis in free-living conditions},
journal = {Comput. Methods Programs Biomed.},
volume = {227},
pages = {107204},
year = {2022},
url = {https://doi.org/10.1016/j.cmpb.2022.107204},
doi = {10.1016/J.CMPB.2022.107204},
timestamp = {Tue, 25 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmpb/SunFZCLSRRCLSCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcomp/MillingBBLASTAPPCS22,
author = {Manuel Milling and
Alice Baird and
Katrin D. Bartl{-}Pokorny and
Shuo Liu and
Alyssa M. Alcorn and
Jie Shen and
Teresa Tavassoli and
Eloise Ainger and
Elizabeth Pellicano and
Maja Pantic and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
title = {Evaluating the Impact of Voice Activity Detection on Speech Emotion
Recognition for Autistic Children},
journal = {Frontiers Comput. Sci.},
volume = {4},
year = {2022},
url = {https://doi.org/10.3389/fcomp.2022.837269},
doi = {10.3389/FCOMP.2022.837269},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fcomp/MillingBBLASTAPPCS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LiuHPKSLDPCLGNZ22,
author = {Shuo Liu and
Jing Han and
Estela Laporta Puyal and
Spyridon Kontaxis and
Shaoxiong Sun and
Patrick Locatelli and
Judith Dineley and
Florian B. Pokorny and
Gloria Dalla Costa and
Letizia Leocani and
Ana Isabel Guerrero and
Carlos Nos and
Ana Zabalza and
Per Soelberg S{\o}rensen and
Mathias Buron and
Melinda Magyari and
Yatharth Ranjan and
Zulqarnain Rashid and
Pauline Conde and
Callum L. Stewart and
Amos A. Folarin and
Richard J. B. Dobson and
Raquel Bail{\'{o}}n and
Srinivasan Vairavan and
Nicholas Cummins and
Vaibhav A. Narayan and
Matthew Hotopf and
Giancarlo Comi and
Bj{\"{o}}rn W. Schuller and
RADAR{-}CNS Consortium},
title = {Fitbeat: {COVID-19} estimation based on wristband heart rate using
a contrastive convolutional auto-encoder},
journal = {Pattern Recognit.},
volume = {123},
pages = {108403},
year = {2022},
url = {https://doi.org/10.1016/j.patcog.2021.108403},
doi = {10.1016/J.PATCOG.2021.108403},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/LiuHPKSLDPCLGNZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/LandowskaKZRBKZ22,
author = {Agnieszka Landowska and
Aleksandra Karpus and
Teresa Zawadzka and
Ben Robins and
Duygun Erol Barkana and
Hatice Kose and
Tatjana Zorcec and
Nicholas Cummins},
title = {Automatic Emotion Recognition in Children with Autism: {A} Systematic
Literature Review},
journal = {Sensors},
volume = {22},
number = {4},
pages = {1649},
year = {2022},
url = {https://doi.org/10.3390/s22041649},
doi = {10.3390/S22041649},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/LandowskaKZRBKZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/XuDCZZS22,
author = {Xinzhou Xu and
Jun Deng and
Nicholas Cummins and
Zixing Zhang and
Li Zhao and
Bj{\"{o}}rn W. Schuller},
title = {Exploring Zero-Shot Emotion Recognition in Speech Using Semantic-Embedding
Prototypes},
journal = {{IEEE} Trans. Multim.},
volume = {24},
pages = {2752--2765},
year = {2022},
url = {https://doi.org/10.1109/TMM.2021.3087098},
doi = {10.1109/TMM.2021.3087098},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/XuDCZZS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberspeech/CampbellFCG22,
author = {Edward L. Campbell and
Laura Doc{\'{\i}}o Fern{\'{a}}ndez and
Nicholas Cummins and
Carmen Garc{\'{\i}}a{-}Mateo},
editor = {Antonio M. Peinado and
{\'{A}}ngel M. G{\'{o}}mez and
Jos{\'{e}} L. P{\'{e}}rez{-}C{\'{o}}rdoba and
Jose A. Gonzalez{-}Lopez},
title = {Speech and Text Processing for Major Depressive Disorder Detection},
booktitle = {6th International Conference, IberSPEECH 2022, Granada, Spain, 14-16
November 2022, Proceedings},
pages = {86--90},
publisher = {{ISCA}},
year = {2022},
url = {https://doi.org/10.21437/IberSPEECH.2022-18},
doi = {10.21437/IBERSPEECH.2022-18},
timestamp = {Sat, 06 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iberspeech/CampbellFCG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/FaraGMC22,
author = {Salvatore Fara and
Stefano Goria and
Emilia Molimpakis and
Nicholas Cummins},
editor = {Hanseok Ko and
John H. L. Hansen},
title = {Speech and the n-Back task as a lens into depression. How combining
both may allow us to isolate different core symptoms of depression},
booktitle = {23rd Annual Conference of the International Speech Communication Association,
Interspeech 2022, Incheon, Korea, September 18-22, 2022},
pages = {1911--1915},
publisher = {{ISCA}},
year = {2022},
url = {https://doi.org/10.21437/Interspeech.2022-10393},
doi = {10.21437/INTERSPEECH.2022-10393},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/FaraGMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/MirheidariBCDFC22,
author = {Bahman Mirheidari and
Andr{\'{e}} Bittar and
Nicholas Cummins and
Johnny Downs and
Helen L. Fisher and
Heidi Christensen},
editor = {Hanseok Ko and
John H. L. Hansen},
title = {Automatic Detection of Expressed Emotion from Five-Minute Speech Samples:
Challenges and Opportunities},
booktitle = {23rd Annual Conference of the International Speech Communication Association,
Interspeech 2022, Incheon, Korea, September 18-22, 2022},
pages = {2458--2462},
publisher = {{ISCA}},
year = {2022},
url = {https://doi.org/10.21437/Interspeech.2022-10188},
doi = {10.21437/INTERSPEECH.2022-10188},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/MirheidariBCDFC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm/CampbellFGWKC22,
author = {Edward L. Campbell and
Laura Doc{\'{\i}}o Fern{\'{a}}ndez and
Carmen Garc{\'{\i}}a{-}Mateo and
Andr{\'{e}} Wittenborn and
Jarek Krajewski and
Nicholas Cummins},
editor = {Meghna Pandharipande and
Alexander Schindler and
Venkata Subramanian Viraraghavan and
Jo{\~{a}}o P. Cabral},
title = {Automatic detection of short-term sleepiness state. Sequence-to-Sequence
modelling with global attention mechanism},
booktitle = {2022 Workshop on Speech, Music and Mind, {SMM} 2022, virutal, September
15, 2022},
publisher = {{ISCA}},
year = {2022},
url = {https://doi.org/10.21437/SMM.2022-2},
doi = {10.21437/SMM.2022-2},
timestamp = {Thu, 19 Sep 2024 15:22:26 +0200},
biburl = {https://dblp.org/rec/conf/smm/CampbellFGWKC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm/Cummins22,
author = {Nicholas Cummins},
editor = {Meghna Pandharipande and
Alexander Schindler and
Venkata Subramanian Viraraghavan and
Jo{\~{a}}o P. Cabral},
title = {The Potential of smartphones voice recordings to monitor depression
severity},
booktitle = {2022 Workshop on Speech, Music and Mind, {SMM} 2022, virutal, September
15, 2022},
publisher = {{ISCA}},
year = {2022},
url = {https://www.isca-archive.org/smm\_2022/cummins22\_smm.html},
timestamp = {Thu, 19 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smm/Cummins22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-17242,
author = {Bahman Mirheidari and
Andr{\'{e}} Bittar and
Nicholas Cummins and
Johnny Downs and
Helen L. Fisher and
Heidi Christensen},
title = {Automatic Detection of Expressed Emotion from Five-Minute Speech Samples:
Challenges and Opportunities},
journal = {CoRR},
volume = {abs/2203.17242},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.17242},
doi = {10.48550/ARXIV.2203.17242},
eprinttype = {arXiv},
eprint = {2203.17242},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-17242.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-00088,
author = {Salvatore Fara and
Stefano Goria and
Emilia Molimpakis and
Nicholas Cummins},
title = {Speech and the n-Back task as a lens into depression. How combining
both may allow us to isolate different core symptoms of depression},
journal = {CoRR},
volume = {abs/2204.00088},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.00088},
doi = {10.48550/ARXIV.2204.00088},
eprinttype = {arXiv},
eprint = {2204.00088},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-00088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-04924,
author = {Salvatore Fara and
Orlaith Hickey and
Alexandra Livia Georgescu and
Stefano Goria and
Emilia Molimpakis and
Nicholas Cummins},
title = {Utilising Bayesian Networks to combine multimodal data and expert
opinion for the robust prediction of depression and its symptoms},
journal = {CoRR},
volume = {abs/2211.04924},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.04924},
doi = {10.48550/ARXIV.2211.04924},
eprinttype = {arXiv},
eprint = {2211.04924},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-04924.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csl/SertolliRSC21,
author = {Benjamin Sertolli and
Zhao Ren and
Bj{\"{o}}rn W. Schuller and
Nicholas Cummins},
title = {Representation transfer learning from deep end-to-end speech recognition
networks for the classification of health states from speech},
journal = {Comput. Speech Lang.},
volume = {68},
pages = {101204},
year = {2021},
url = {https://doi.org/10.1016/j.csl.2021.101204},
doi = {10.1016/J.CSL.2021.101204},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csl/SertolliRSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ZhaoLZCWTS21,
author = {Ziping Zhao and
Qifei Li and
Zixing Zhang and
Nicholas Cummins and
Haishuai Wang and
Jianhua Tao and
Bj{\"{o}}rn W. Schuller},
title = {Combining a parallel 2D {CNN} with a self-attention Dilated Residual
Network for CTC-based discrete speech emotion recognition},
journal = {Neural Networks},
volume = {141},
pages = {52--60},
year = {2021},
url = {https://doi.org/10.1016/j.neunet.2021.03.013},
doi = {10.1016/J.NEUNET.2021.03.013},
timestamp = {Mon, 18 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/ZhaoLZCWTS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/HaqueRLHCBS21,
author = {Kazi Nazmul Haque and
Rajib Rana and
Jiajun Liu and
John H. L. Hansen and
Nicholas Cummins and
Carlos Busso and
Bj{\"{o}}rn W. Schuller},
title = {Guided Generative Adversarial Neural Network for Representation Learning
and Audio Generation Using Fewer Labelled Audio Data},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {29},
pages = {2575--2590},
year = {2021},
url = {https://doi.org/10.1109/TASLP.2021.3098764},
doi = {10.1109/TASLP.2021.3098764},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/HaqueRLHCBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tochi/SchadenbergREDL21,
author = {Bob R. Schadenberg and
Dennis Reidsma and
Vanessa Evers and
Daniel P. Davison and
Jamy J. Li and
Dirk K. J. Heylen and
Carlos Neves and
Paulo Alvito and
Jie Shen and
Maja Pantic and
Bj{\"{o}}rn W. Schuller and
Nicholas Cummins and
Vlad Olaru and
Cristian Sminchisescu and
Snezana Babovic Dimitrijevic and
Suncica Petrovic and
Aurelie Baranger and
Alria Williams and
Alyssa M. Alcorn and
Elizabeth Pellicano},
title = {Predictable Robots for Autistic Children - Variance in Robot Behaviour,
Idiosyncrasies in Autistic Children's Characteristics, and Child-Robot
Engagement},
journal = {{ACM} Trans. Comput. Hum. Interact.},
volume = {28},
number = {5},
pages = {36:1--36:42},
year = {2021},
url = {https://doi.org/10.1145/3468849},
doi = {10.1145/3468849},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tochi/SchadenbergREDL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vrih/ZhaoBZCSWTS21,
author = {Ziping Zhao and
Zhongtian Bao and
Zixing Zhang and
Nicholas Cummins and
Shihuang Sun and
Haishuai Wang and
Jianhua Tao and
Bj{\"{o}}rn W. Schuller},
title = {Self-attention transfer networks for speech emotion recognition},
journal = {Virtual Real. Intell. Hardw.},
volume = {3},
number = {1},
pages = {43--54},
year = {2021},
url = {https://doi.org/10.1016/j.vrih.2020.12.002},
doi = {10.1016/J.VRIH.2020.12.002},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vrih/ZhaoBZCSWTS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiCZCS21,
author = {Chao Li and
Boyang Chen and
Ziping Zhao and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
title = {Hierarchical Attention-Based Temporal Convolutional Networks for Eeg-Based
Emotion Recognition},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {1240--1244},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9413635},
doi = {10.1109/ICASSP39728.2021.9413635},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LiCZCS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmi/CeliktutanGC21,
author = {Oya {\c{C}}eliktutan and
Alexandra Livia Georgescu and
Nicholas Cummins},
editor = {Zakia Hammal and
Carlos Busso and
Catherine Pelachaud and
Sharon L. Oviatt and
Albert Ali Salah and
Guoying Zhao},
title = {Socially Informed {AI} for Healthcare: Understanding and Generating
Multimodal Nonverbal Cues},
booktitle = {{ICMI} '21: International Conference on Multimodal Interaction, Montr{\'{e}}al,
QC, Canada, October 18-22, 2021},
pages = {874--876},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3462244.3480984},
doi = {10.1145/3462244.3480984},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmi/CeliktutanGC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/DineleyLLMSPWIO21,
author = {Judith Dineley and
Grace Lavelle and
Daniel Leightley and
Faith Matcham and
Sara Siddi and
Maria Teresa Pe{\~{n}}arrubia{-}Mar{\'{\i}}a and
Katie M. White and
Alina Ivan and
Carolin Oetzmann and
Sara Simblett and
Erin Dawe{-}Lane and
Stuart Bruce and
Daniel Stahl and
Yatharth Ranjan and
Zulqarnain Rashid and
Pauline Conde and
Amos A. Folarin and
Josep Maria Haro and
Til Wykes and
Richard J. B. Dobson and
Vaibhav A. Narayan and
Matthew Hotopf and
Bj{\"{o}}rn W. Schuller and
Nicholas Cummins and
RADAR{-}CNS Consortium},
editor = {Hynek Hermansky and
Honza Cernock{\'{y}} and
Luk{\'{a}}s Burget and
Lori Lamel and
Odette Scharenborg and
Petr Motl{\'{\i}}cek},
title = {Remote Smartphone-Based Speech Collection: Acceptance and Barriers
in Individuals with Major Depressive Disorder},
booktitle = {22nd Annual Conference of the International Speech Communication Association,
Interspeech 2021, Brno, Czechia, August 30 - September 3, 2021},
pages = {631--635},
publisher = {{ISCA}},
year = {2021},
url = {https://doi.org/10.21437/Interspeech.2021-1240},
doi = {10.21437/INTERSPEECH.2021-1240},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/DineleyLLMSPWIO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08600,
author = {Judith Dineley and
Grace Lavelle and
Daniel Leightley and
Faith Matcham and
Sara Siddi and
Maria Teresa Pe{\~{n}}arrubia{-}Mar{\'{\i}}a and
Katie M. White and
Alina Ivan and
Carolin Oetzmann and
Sara Simblett and
Erin Dawe{-}Lane and
Stuart Bruce and
Daniel Stahl and
Josep Maria Haro and
Til Wykes and
Vaibhav A. Narayan and
Matthew Hotopf and
Bj{\"{o}}rn W. Schuller and
Nicholas Cummins},
title = {Remote smartphone-based speech collection: acceptance and barriers
in individuals with major depressive disorder},
journal = {CoRR},
volume = {abs/2104.08600},
year = {2021},
url = {https://arxiv.org/abs/2104.08600},
eprinttype = {arXiv},
eprint = {2104.08600},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08600.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-09263,
author = {Shuo Liu and
Jing Han and
Estela Laporta Puyal and
Spyridon Kontaxis and
Shaoxiong Sun and
Patrick Locatelli and
Judith Dineley and
Florian B. Pokorny and
Gloria Dalla Costa and
Letizia Leocani and
Ana Isabel Guerrero and
Carlos Nos and
Ana Zabalza and
Per Soelberg S{\o}rensen and
Mathias Buron and
Melinda Magyari and
Yatharth Ranjan and
Zulqarnain Rashid and
Pauline Conde and
Callum L. Stewart and
Amos A. Folarin and
Richard J. B. Dobson and
Raquel Bail{\'{o}}n and
Srinivasan Vairavan and
Nicholas Cummins and
Vaibhav A. Narayan and
Matthew Hotopf and
Giancarlo Comi and
Bj{\"{o}}rn W. Schuller},
title = {Fitbeat: {COVID-19} Estimation based on Wristband Heart Rate},
journal = {CoRR},
volume = {abs/2104.09263},
year = {2021},
url = {https://arxiv.org/abs/2104.09263},
eprinttype = {arXiv},
eprint = {2104.09263},
timestamp = {Tue, 25 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-09263.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-12407,
author = {Yuezhou Zhang and
Amos A. Folarin and
Shaoxiong Sun and
Nicholas Cummins and
Yatharth Ranjan and
Zulqarnain Rashid and
Pauline Conde and
Callum L. Stewart and
Petroula Laiou and
Faith Matcham and
Carolin Oetzmann and
Femke Lamers and
Sara Siddi and
Sara Simblett and
Aki Rintala and
David C. Mohr and
Inez Myin{-}Germeys and
Til Wykes and
Josep Maria Haro and
Brenda W. J. H. Penninx and
Vaibhav A. Narayan and
Peter Annas and
Matthew Hotopf and
Richard J. B. Dobson},
title = {Predicting Depressive Symptom Severity through Individuals' Nearby
Bluetooth Devices Count Data Collected by Mobile Phones: {A} Preliminary
Longitudinal Study},
journal = {CoRR},
volume = {abs/2104.12407},
year = {2021},
url = {https://arxiv.org/abs/2104.12407},
eprinttype = {arXiv},
eprint = {2104.12407},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-12407.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdgth/CumminsS20,
author = {Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
title = {Five Crucial Challenges in Digital Health},
journal = {Frontiers Digit. Health},
volume = {2},
pages = {536203},
year = {2020},
url = {https://doi.org/10.3389/fdgth.2020.536203},
doi = {10.3389/FDGTH.2020.536203},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdgth/CumminsS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/PanditSCS20,
author = {Vedhas Pandit and
Maximilian Schmitt and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
title = {I see it in your eyes: Training the shallowest-possible {CNN} to recognise
emotions and pain from muted web-assisted in-the-wild video-chats
in real-time},
journal = {Inf. Process. Manag.},
volume = {57},
number = {6},
pages = {102347},
year = {2020},
url = {https://doi.org/10.1016/j.ipm.2020.102347},
doi = {10.1016/J.IPM.2020.102347},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ipm/PanditSCS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/ZhaoBZDCWTS20,
author = {Ziping Zhao and
Zhongtian Bao and
Zixing Zhang and
Jun Deng and
Nicholas Cummins and
Haishuai Wang and
Jianhua Tao and
Bj{\"{o}}rn W. Schuller},
title = {Automatic Assessment of Depression From Speech via a Hierarchical
Attention Transfer Network and Attention Autoencoders},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {14},
number = {2},
pages = {423--434},
year = {2020},
url = {https://doi.org/10.1109/JSTSP.2019.2955012},
doi = {10.1109/JSTSP.2019.2955012},
timestamp = {Mon, 18 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jstsp/ZhaoBZDCWTS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taffco/CumminsSEWQK20,
author = {Nicholas Cummins and
Vidhyasaharan Sethu and
Julien Epps and
James R. Williamson and
Thomas F. Quatieri and
Jarek Krajewski},
title = {Generalized Two-Stage Rank Regression Framework for Depression Score
Prediction from Speech},
journal = {{IEEE} Trans. Affect. Comput.},
volume = {11},
number = {2},
pages = {272--283},
year = {2020},
url = {https://doi.org/10.1109/TAFFC.2017.2766145},
doi = {10.1109/TAFFC.2017.2766145},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taffco/CumminsSEWQK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tciaig/AmiriparianCGPO20,
author = {Shahin Amiriparian and
Nicholas Cummins and
Maurice Gerczuk and
Sergey Pugachevskiy and
Sandra Ottl and
Bj{\"{o}}rn W. Schuller},
title = {"Are You Playing a Shooter Again?!" Deep Representation
Learning for Audio-Based Video Game Genre Recognition},
journal = {{IEEE} Trans. Games},
volume = {12},
number = {2},
pages = {145--154},
year = {2020},
url = {https://doi.org/10.1109/TG.2019.2894532},
doi = {10.1109/TG.2019.2894532},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tciaig/AmiriparianCGPO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fgr/Mallol-RagoltaL20,
author = {Adria Mallol{-}Ragolta and
Shuo Liu and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
title = {A Curriculum Learning Approach for Pain Intensity Recognition from
Facial Expressions},
booktitle = {15th {IEEE} International Conference on Automatic Face and Gesture
Recognition, {FG} 2020, Buenos Aires, Argentina, November 16-20, 2020},
pages = {829--833},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/FG47880.2020.00083},
doi = {10.1109/FG47880.2020.00083},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fgr/Mallol-RagoltaL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhaoB0CWS20,
author = {Ziping Zhao and
Zhongtian Bao and
Zixing Zhang and
Nicholas Cummins and
Haishuai Wang and
Bj{\"{o}}rn W. Schuller},
title = {Hierarchical Attention Transfer Networks for Depression Assessment
from Speech},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {7159--7163},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053207},
doi = {10.1109/ICASSP40776.2020.9053207},
timestamp = {Thu, 09 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZhaoB0CWS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LiuJZDCS20,
author = {Shuo Liu and
Jinlong Jiao and
Ziping Zhao and
Judith Dineley and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
title = {Hierarchical Component-attention Based Speaker Turn Embedding for
Emotion Recognition},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--7},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207374},
doi = {10.1109/IJCNN48605.2020.9207374},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LiuJZDCS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/RenHCS20,
author = {Zhao Ren and
Jing Han and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
editor = {Helen Meng and
Bo Xu and
Thomas Fang Zheng},
title = {Enhancing Transferability of Black-Box Adversarial Attacks via Lifelong
Learning for Speech Emotion Recognition Models},
booktitle = {21st Annual Conference of the International Speech Communication Association,
Interspeech 2020, Virtual Event, Shanghai, China, October 25-29, 2020},
pages = {496--500},
publisher = {{ISCA}},
year = {2020},
url = {https://doi.org/10.21437/Interspeech.2020-1869},
doi = {10.21437/INTERSPEECH.2020-1869},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/RenHCS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/Mallol-RagoltaC20,
author = {Adria Mallol{-}Ragolta and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
editor = {Helen Meng and
Bo Xu and
Thomas Fang Zheng},
title = {An Investigation of Cross-Cultural Semi-Supervised Learning for Continuous
Affect Recognition},
booktitle = {21st Annual Conference of the International Speech Communication Association,
Interspeech 2020, Virtual Event, Shanghai, China, October 25-29, 2020},
pages = {511--515},
publisher = {{ISCA}},
year = {2020},
url = {https://doi.org/10.21437/Interspeech.2020-2641},
doi = {10.21437/INTERSPEECH.2020-2641},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/Mallol-RagoltaC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/CumminsPRFNCBSM20,
author = {Nicholas Cummins and
Yilin Pan and
Zhao Ren and
Julian Fritsch and
Venkata Srikanth Nallanthighal and
Heidi Christensen and
Daniel Blackburn and
Bj{\"{o}}rn W. Schuller and
Mathew Magimai{-}Doss and
Helmer Strik and
Aki H{\"{a}}rm{\"{a}}},
editor = {Helen Meng and
Bo Xu and
Thomas Fang Zheng},
title = {A Comparison of Acoustic and Linguistics Methodologies for Alzheimer's
Dementia Recognition},
booktitle = {21st Annual Conference of the International Speech Communication Association,
Interspeech 2020, Virtual Event, Shanghai, China, October 25-29, 2020},
pages = {2182--2186},
publisher = {{ISCA}},
year = {2020},
url = {https://doi.org/10.21437/Interspeech.2020-2635},
doi = {10.21437/INTERSPEECH.2020-2635},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/CumminsPRFNCBSM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/AlbesRSC20,
author = {Merlin Albes and
Zhao Ren and
Bj{\"{o}}rn W. Schuller and
Nicholas Cummins},
editor = {Helen Meng and
Bo Xu and
Thomas Fang Zheng},
title = {Squeeze for Sneeze: Compact Neural Networks for Cold and Flu Recognition},
booktitle = {21st Annual Conference of the International Speech Communication Association,
Interspeech 2020, Virtual Event, Shanghai, China, October 25-29, 2020},
pages = {4546--4550},
publisher = {{ISCA}},
year = {2020},
url = {https://doi.org/10.21437/Interspeech.2020-2531},
doi = {10.21437/INTERSPEECH.2020-2531},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/AlbesRSC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/BairdCSKS20,
author = {Alice Baird and
Nicholas Cummins and
Sebastian Schnieder and
Jarek Krajewski and
Bj{\"{o}}rn W. Schuller},
editor = {Helen Meng and
Bo Xu and
Thomas Fang Zheng},
title = {An Evaluation of the Effect of Anxiety on Speech - Computational Prediction
of Anxiety from Sustained Vowels},
booktitle = {21st Annual Conference of the International Speech Communication Association,
Interspeech 2020, Virtual Event, Shanghai, China, October 25-29, 2020},
pages = {4951--4955},
publisher = {{ISCA}},
year = {2020},
url = {https://doi.org/10.21437/Interspeech.2020-1801},
doi = {10.21437/INTERSPEECH.2020-1801},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/BairdCSKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/ZhaoLCLWTS20,
author = {Ziping Zhao and
Qifei Li and
Nicholas Cummins and
Bin Liu and
Haishuai Wang and
Jianhua Tao and
Bj{\"{o}}rn W. Schuller},
editor = {Helen Meng and
Bo Xu and
Thomas Fang Zheng},
title = {Hybrid Network Feature Extraction for Depression Assessment from Speech},
booktitle = {21st Annual Conference of the International Speech Communication Association,
Interspeech 2020, Virtual Event, Shanghai, China, October 25-29, 2020},
pages = {4956--4960},
publisher = {{ISCA}},
year = {2020},
url = {https://doi.org/10.21437/Interspeech.2020-2396},
doi = {10.21437/INTERSPEECH.2020-2396},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/ZhaoLCLWTS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-14331,
author = {Shaoxiong Sun and
Amos Folarin and
Yatharth Ranjan and
Zulqarnain Rashid and
Pauline Conde and
Nicholas Cummins and
Faith Matcham and
Gloria Dalla Costa and
Letizia Leocani and
Per Soelberg S{\o}rensen and
Mathias Buron and
Ana Isabel Guerrero and
Ana Zabalza and
Brenda W. J. H. Penninx and
Femke Lamers and
Sara Siddi and
Josep Maria Haro and
Inez Myin{-}Germeys and
Aki Rintala and
Vaibhav A. Narayan and
Giancarlo Comi and
Matthew Hotopf and
Richard J. B. Dobson},
title = {Using smartphones and wearable devices to monitor behavioural changes
during {COVID-19}},
journal = {CoRR},
volume = {abs/2004.14331},
year = {2020},
url = {https://arxiv.org/abs/2004.14331},
eprinttype = {arXiv},
eprint = {2004.14331},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-14331.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZhaoBZZCRS19,
author = {Ziping Zhao and
Zhongtian Bao and
Yiqin Zhao and
Zixing Zhang and
Nicholas Cummins and
Zhao Ren and
Bj{\"{o}}rn W. Schuller},
title = {Exploring Deep Spectrum Representations via Attention-Based Recurrent
and Convolutional Neural Networks for Speech Emotion Recognition},
journal = {{IEEE} Access},
volume = {7},
pages = {97515--97525},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2928625},
doi = {10.1109/ACCESS.2019.2928625},
timestamp = {Thu, 09 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/ZhaoBZZCRS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/PanditSCS19,
author = {Vedhas Pandit and
Maximilian Schmitt and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
title = {I Know How you Feel Now, and Here's why!: Demystifying Time-Continuous
High Resolution Text-Based Affect Predictions in the Wild},
booktitle = {32nd {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2019, Cordoba, Spain, June 5-7, 2019},
pages = {465--470},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CBMS.2019.00096},
doi = {10.1109/CBMS.2019.00096},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cbms/PanditSCS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ehealth/Ren0CKPS19,
author = {Zhao Ren and
Jing Han and
Nicholas Cummins and
Qiuqiang Kong and
Mark D. Plumbley and
Bj{\"{o}}rn W. Schuller},
editor = {Patty Kostkova and
Caroline Wood and
Arnold Bosman and
Floriana Grasso and
Michael Edelstein},
title = {Multi-instance Learning for Bipolar Disorder Diagnosis using Weakly
Labelled Speech Data},
booktitle = {Proceedings of the 9th International Conference on Digital Public
Health, {PDH} 2019, Marseille, France, November 20-23, 2019},
pages = {79--83},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357729.3357743},
doi = {10.1145/3357729.3357743},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ehealth/Ren0CKPS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fgr/Mallol-RagoltaS19,
author = {Adria Mallol{-}Ragolta and
Maximilian Schmitt and
Alice Baird and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
title = {Performance Analysis of Unimodal and Multimodal Models in Valence-Based
Empathy Recognition},
booktitle = {14th {IEEE} International Conference on Automatic Face {\&} Gesture
Recognition, {FG} 2019, Lille, France, May 14-18, 2019},
pages = {1--5},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/FG.2019.8756517},
doi = {10.1109/FG.2019.8756517},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fgr/Mallol-RagoltaS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/StappenCMBDS19,
author = {Lukas Stappen and
Nicholas Cummins and
Eva{-}Maria Me{\ss}ner and
Harald Baumeister and
Judith Dineley and
Bj{\"{o}}rn W. Schuller},
title = {Context Modelling Using Hierarchical Attention Networks for Sentiment
and Self-assessed Emotion Detection in Spoken Narratives},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {6680--6684},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8683801},
doi = {10.1109/ICASSP.2019.8683801},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/StappenCMBDS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LiZZ0CS19,
author = {Chao Li and
Qian Zhang and
Ziping Zhao and
Li Gu and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
title = {Analysing and Inferring of Intimacy Based on fNIRS Signals and Peripheral
Physiological Signals},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8852418},
doi = {10.1109/IJCNN.2019.8852418},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LiZZ0CS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/ZhaoB0CWS19,
author = {Ziping Zhao and
Zhongtian Bao and
Zixing Zhang and
Nicholas Cummins and
Haishuai Wang and
Bj{\"{o}}rn W. Schuller},
editor = {Gernot Kubin and
Zdravko Kacic},
title = {Attention-Enhanced Connectionist Temporal Classification for Discrete
Speech Emotion Recognition},
booktitle = {20th Annual Conference of the International Speech Communication Association,
Interspeech 2019, Graz, Austria, September 15-19, 2019},
pages = {206--210},
publisher = {{ISCA}},
year = {2019},
url = {https://doi.org/10.21437/Interspeech.2019-1649},
doi = {10.21437/INTERSPEECH.2019-1649},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/ZhaoB0CWS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/Mallol-RagoltaZ19,
author = {Adria Mallol{-}Ragolta and
Ziping Zhao and
Lukas Stappen and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
editor = {Gernot Kubin and
Zdravko Kacic},
title = {A Hierarchical Attention Network-Based Approach for Depression Detection
from Transcribed Clinical Interviews},
booktitle = {20th Annual Conference of the International Speech Communication Association,
Interspeech 2019, Graz, Austria, September 15-19, 2019},
pages = {221--225},
publisher = {{ISCA}},
year = {2019},
url = {https://doi.org/10.21437/Interspeech.2019-2036},
doi = {10.21437/INTERSPEECH.2019-2036},
timestamp = {Thu, 09 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/Mallol-RagoltaZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/BairdACSJMBRS19,
author = {Alice Baird and
Shahin Amiriparian and
Nicholas Cummins and
Sarah Sturmbauer and
Johanna Janson and
Eva{-}Maria Me{\ss}ner and
Harald Baumeister and
Nicolas Rohleder and
Bj{\"{o}}rn W. Schuller},
editor = {Gernot Kubin and
Zdravko Kacic},
title = {Using Speech to Predict Sequentially Measured Cortisol Levels During
a Trier Social Stress Test},
booktitle = {20th Annual Conference of the International Speech Communication Association,
Interspeech 2019, Graz, Austria, September 15-19, 2019},
pages = {534--538},
publisher = {{ISCA}},
year = {2019},
url = {https://doi.org/10.21437/Interspeech.2019-1352},
doi = {10.21437/INTERSPEECH.2019-1352},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/BairdACSJMBRS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/XuDC00S19,
author = {Xinzhou Xu and
Jun Deng and
Nicholas Cummins and
Zixing Zhang and
Li Zhao and
Bj{\"{o}}rn W. Schuller},
editor = {Gernot Kubin and
Zdravko Kacic},
title = {Autonomous Emotion Learning in Speech: {A} View of Zero-Shot Speech
Emotion Recognition},
booktitle = {20th Annual Conference of the International Speech Communication Association,
Interspeech 2019, Graz, Austria, September 15-19, 2019},
pages = {949--953},
publisher = {{ISCA}},
year = {2019},
url = {https://doi.org/10.21437/Interspeech.2019-2406},
doi = {10.21437/INTERSPEECH.2019-2406},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/XuDC00S19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/SchmittCS19,
author = {Maximilian Schmitt and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
editor = {Gernot Kubin and
Zdravko Kacic},
title = {Continuous Emotion Recognition in Speech - Do We Need Recurrence?},
booktitle = {20th Annual Conference of the International Speech Communication Association,
Interspeech 2019, Graz, Austria, September 15-19, 2019},
pages = {2808--2812},
publisher = {{ISCA}},
year = {2019},
url = {https://doi.org/10.21437/Interspeech.2019-2710},
doi = {10.21437/INTERSPEECH.2019-2710},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/SchmittCS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/RingevalSVCCTSA19,
author = {Fabien Ringeval and
Bj{\"{o}}rn W. Schuller and
Michel F. Valstar and
Nicholas Cummins and
Roddy Cowie and
Leili Tavabi and
Maximilian Schmitt and
Sina Alisamir and
Shahin Amiriparian and
Eva{-}Maria Me{\ss}ner and
Siyang Song and
Shuo Liu and
Ziping Zhao and
Adria Mallol{-}Ragolta and
Zhao Ren and
Mohammad Soleymani and
Maja Pantic},
editor = {Fabien Ringeval and
Bj{\"{o}}rn W. Schuller and
Michel F. Valstar and
Nicholas Cummins and
Roddy Cowie and
Maja Pantic},
title = {{AVEC} 2019 Workshop and Challenge: State-of-Mind, Detecting Depression
with AI, and Cross-Cultural Affect Recognition},
booktitle = {Proceedings of the 9th International on Audio/Visual Emotion Challenge
and Workshop, AVEC@MM 2019, Nice, France, October 21-25, 2019},
pages = {3--12},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3347320.3357688},
doi = {10.1145/3347320.3357688},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/RingevalSVCCTSA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/RingevalSVCCP19,
author = {Fabien Ringeval and
Bj{\"{o}}rn W. Schuller and
Michel F. Valstar and
Nicholas Cummins and
Roddy Cowie and
Maja Pantic},
editor = {Laurent Amsaleg and
Benoit Huet and
Martha A. Larson and
Guillaume Gravier and
Hayley Hung and
Chong{-}Wah Ngo and
Wei Tsang Ooi},
title = {AVEC'19: Audio/Visual Emotion Challenge and Workshop},
booktitle = {Proceedings of the 27th {ACM} International Conference on Multimedia,
{MM} 2019, Nice, France, October 21-25, 2019},
pages = {2718--2719},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3343031.3350550},
doi = {10.1145/3343031.3350550},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/RingevalSVCCP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmsp/StappenKCRSS19,
author = {Lukas Stappen and
Vincent Karas and
Nicholas Cummins and
Fabien Ringeval and
Klaus R. Scherer and
Bj{\"{o}}rn W. Schuller},
title = {From Speech to Facial Activity: Towards Cross-modal Sequence-to-Sequence
Attention Networks},
booktitle = {21st {IEEE} International Workshop on Multimedia Signal Processing,
{MMSP} 2019, Kuala Lumpur, Malaysia, September 27-29, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/MMSP.2019.8901779},
doi = {10.1109/MMSP.2019.8901779},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mmsp/StappenKCRSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mm/2019avec,
editor = {Fabien Ringeval and
Bj{\"{o}}rn W. Schuller and
Michel F. Valstar and
Nicholas Cummins and
Roddy Cowie and
Maja Pantic},
title = {Proceedings of the 9th International on Audio/Visual Emotion Challenge
and Workshop, AVEC@MM 2019, Nice, France, October 21-25, 2019},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3347320},
doi = {10.1145/3347320},
isbn = {978-1-4503-6913-8},
timestamp = {Wed, 30 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/2019avec.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-07395,
author = {Thomas Wiest and
Nicholas Cummins and
Alice Baird and
Simone Hantke and
Judith Dineley and
Bj{\"{o}}rn W. Schuller},
title = {Voice command generation using Progressive Wavegans},
journal = {CoRR},
volume = {abs/1903.07395},
year = {2019},
url = {http://arxiv.org/abs/1903.07395},
eprinttype = {arXiv},
eprint = {1903.07395},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-07395.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-11510,
author = {Fabien Ringeval and
Bj{\"{o}}rn W. Schuller and
Michel F. Valstar and
Nicholas Cummins and
Roddy Cowie and
Leili Tavabi and
Maximilian Schmitt and
Sina Alisamir and
Shahin Amiriparian and
Eva{-}Maria Me{\ss}ner and
Siyang Song and
Shuo Liu and
Ziping Zhao and
Adria Mallol{-}Ragolta and
Zhao Ren and
Mohammad Soleymani and
Maja Pantic},
title = {{AVEC} 2019 Workshop and Challenge: State-of-Mind, Detecting Depression
with AI, and Cross-Cultural Affect Recognition},
journal = {CoRR},
volume = {abs/1907.11510},
year = {2019},
url = {http://arxiv.org/abs/1907.11510},
eprinttype = {arXiv},
eprint = {1907.11510},
timestamp = {Tue, 25 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-11510.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-00360,
author = {Vidhyasaharan Sethu and
Emily Mower Provost and
Julien Epps and
Carlos Busso and
Nicholas Cummins and
Shrikanth S. Narayanan},
title = {The Ambiguous World of Emotion Representation},
journal = {CoRR},
volume = {abs/1909.00360},
year = {2019},
url = {http://arxiv.org/abs/1909.00360},
eprinttype = {arXiv},
eprint = {1909.00360},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-00360.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/HantkeACS18,
author = {Simone Hantke and
Alexander Abstreiter and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
title = {Trustability-Based Dynamic Active Learning for Crowdsourced Labelling
of Emotional Audio Data},
journal = {{IEEE} Access},
volume = {6},
pages = {42142--42155},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2858931},
doi = {10.1109/ACCESS.2018.2858931},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/HantkeACS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KerenCS18,
author = {Gil Keren and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
title = {Calibrated Prediction Intervals for Neural Network Regressors},
journal = {{IEEE} Access},
volume = {6},
pages = {54033--54041},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2871713},
doi = {10.1109/ACCESS.2018.2871713},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/KerenCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ITGspeech/RenC0SKS18,
author = {Zhao Ren and
Nicholas Cummins and
Jing Han and
Sebastian Schnieder and
Jarek Krajewski and
Bj{\"{o}}rn W. Schuller},
title = {Evaluation of the Pain Level from Speech: Introducing a Novel Pain
Database and Benchmarks},
booktitle = {Proceedings of the 13th {ITG} Symposium on Speech Communication, Oldenburg,
Germany, October 10-12, 2018},
pages = {1--5},
publisher = {{VDE} / {IEEE}},
year = {2018},
url = {https://ieeexplore.ieee.org/document/8577994},
timestamp = {Wed, 12 Feb 2020 18:38:37 +0100},
biburl = {https://dblp.org/rec/conf/ITGspeech/RenC0SKS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ehealth/RenCPH0S18,
author = {Zhao Ren and
Nicholas Cummins and
Vedhas Pandit and
Jing Han and
Kun Qian and
Bj{\"{o}}rn W. Schuller},
editor = {Patty Kostkova and
Floriana Grasso and
Carlos Castillo and
Yelena Mejova and
Arnold Bosman and
Michael Edelstein},
title = {Learning Image-based Representations for Heart Sound Classification},
booktitle = {Proceedings of the 2018 International Conference on Digital Health,
{DH} 2018, Lyon, France, April 23-26, 2018},
pages = {143--147},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3194658.3194671},
doi = {10.1145/3194658.3194671},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ehealth/RenCPH0S18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ehealth/HagererCES18,
author = {Gerhard Hagerer and
Nicholas Cummins and
Florian Eyben and
Bj{\"{o}}rn W. Schuller},
editor = {Patty Kostkova and
Floriana Grasso and
Carlos Castillo and
Yelena Mejova and
Arnold Bosman and
Michael Edelstein},
title = {Robust Laughter Detection for Wearable Wellbeing Sensing},
booktitle = {Proceedings of the 2018 International Conference on Digital Health,
{DH} 2018, Lyon, France, April 23-26, 2018},
pages = {156--157},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3194658.3194693},
doi = {10.1145/3194658.3194693},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ehealth/HagererCES18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/DemirSCAS18,
author = {Fatih Demir and
Abdulkadir Seng{\"{u}}r and
Nicholas Cummins and
Shahin Amiriparian and
Bj{\"{o}}rn W. Schuller},
title = {Low Level Texture Features for Snore Sound Discrimination},
booktitle = {40th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2018, Honolulu, HI, USA, July
18-21, 2018},
pages = {413--416},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/EMBC.2018.8512459},
doi = {10.1109/EMBC.2018.8512459},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/DemirSCAS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/AmiriparianSC0D18,
author = {Shahin Amiriparian and
Maximilian Schmitt and
Nicholas Cummins and
Kun Qian and
Fengquan Dong and
Bj{\"{o}}rn W. Schuller},
title = {Deep Unsupervised Representation Learning for Abnormal Heart Sound
Classification},
booktitle = {40th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2018, Honolulu, HI, USA, July
18-21, 2018},
pages = {4776--4779},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/EMBC.2018.8513102},
doi = {10.1109/EMBC.2018.8513102},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/AmiriparianSC0D18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/ArniriparianFCG18,
author = {Shahin Arniriparian and
Michael Freitag and
Nicholas Cummins and
Maurice Gerczuk and
Sergey Pugachevskiy and
Bj{\"{o}}rn W. Schuller},
title = {A Fusion of Deep Convolutional Generative Adversarial Networks and
Sequence to Sequence Autoencoders for Acoustic Scene Classification},
booktitle = {26th European Signal Processing Conference, {EUSIPCO} 2018, Roma,
Italy, September 3-7, 2018},
pages = {977--981},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.23919/EUSIPCO.2018.8553225},
doi = {10.23919/EUSIPCO.2018.8553225},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/ArniriparianFCG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CumminsAOGSS18,
author = {Nicholas Cummins and
Shahin Amiriparian and
Sandra Ottl and
Maurice Gerczuk and
Maximilian Schmitt and
Bj{\"{o}}rn W. Schuller},
title = {Multimodal Bag-of-Words for Cross Domains Sentiment Analysis},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {4954--4958},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8462660},
doi = {10.1109/ICASSP.2018.8462660},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/CumminsAOGSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HantkeCS18,
author = {Simone Hantke and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
title = {What is my Dog Trying to Tell Me? the Automatic Recognition of the
Context and Perceived Emotion of Dog Barks},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {5134--5138},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8461757},
doi = {10.1109/ICASSP.2018.8461757},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HantkeCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmi/SertolliCSS18,
author = {Benjamin Sertolli and
Nicholas Cummins and
Abdulkadir Seng{\"{u}}r and
Bj{\"{o}}rn W. Schuller},
editor = {Sidney K. D'Mello and
Panayiotis G. Georgiou and
Stefan Scherer and
Emily Mower Provost and
Mohammad Soleymani and
Marcelo Worsley},
title = {Deep End-to-End Representation Learning for Food Type Recognition
from Speech},
booktitle = {Proceedings of the 2018 on International Conference on Multimodal
Interaction, {ICMI} 2018, Boulder, CO, USA, October 16-20, 2018},
pages = {574--578},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3242969.3243683},
doi = {10.1145/3242969.3243683},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmi/SertolliCSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/VogelSHASHCAZTB18,
author = {Hans{-}J{\"{o}}rg V{\"{o}}gel and
Christian S{\"{u}}{\ss} and
Thomas Hubregtsen and
Elisabeth Andr{\'{e}} and
Bj{\"{o}}rn W. Schuller and
J{\'{e}}r{\^{o}}me H{\"{a}}rri and
J{\"{o}}rg Conradt and
Asaf Adi and
Alexander Zadorojniy and
Jacques M. B. Terken and
Jonas Beskow and
Ann Morrison and
Kynan Eng and
Florian Eyben and
Samer Al Moubayed and
Susanne Muller and
Nicholas Cummins and
Viviane S. Ghaderi and
Ronee Chadowitz and
Rapha{\"{e}}l Troncy and
Benoit Huet and
Melek {\"{O}}nen and
Adlen Ksentini},
editor = {Reinhard Stolle and
Stephan Scholz and
Manfred Broy},
title = {Emotion-Awareness for Intelligent Vehicle Assistants: {A} Research
Agenda},
booktitle = {1st {IEEE/ACM} International Workshop on Software Engineering for
{AI} in Autonomous Systems, SEFAIAS@ICSE 2018, Gothenburg, Sweden,
May 28, 2018},
pages = {11--15},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3194085.3194094},
doi = {10.1145/3194085.3194094},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icse/VogelSHASHCAZTB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AmiriparianGOCP18,
author = {Shahin Amiriparian and
Maurice Gerczuk and
Sandra Ottl and
Nicholas Cummins and
Sergey Pugachevskiy and
Bj{\"{o}}rn W. Schuller},
title = {Bag-of-Deep-Features: Noise-Robust Deep Feature Representations for
Audio Analysis},
booktitle = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--7},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IJCNN.2018.8489416},
doi = {10.1109/IJCNN.2018.8489416},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/AmiriparianGOCP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/RathnerTCSB18,
author = {Eva{-}Maria Rathner and
Yannik Terhorst and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller and
Harald Baumeister},
editor = {B. Yegnanarayana},
title = {State of Mind: Classification through Self-reported Affect and Word
Use in Speech},
booktitle = {19th Annual Conference of the International Speech Communication Association,
Interspeech 2018, Hyderabad, India, September 2-6, 2018},
pages = {267--271},
publisher = {{ISCA}},
year = {2018},
url = {https://doi.org/10.21437/Interspeech.2018-2043},
doi = {10.21437/INTERSPEECH.2018-2043},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/RathnerTCSB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/AmiriparianBJAO18,
author = {Shahin Amiriparian and
Alice Baird and
Sahib Julka and
Alyssa Alcorn and
Sandra Ottl and
Suncica Petrovic and
Eloise Ainger and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
editor = {B. Yegnanarayana},
title = {Recognition of Echolalic Autistic Child Vocalisations Utilising Convolutional
Recurrent Neural Networks},
booktitle = {19th Annual Conference of the International Speech Communication Association,
Interspeech 2018, Hyderabad, India, September 2-6, 2018},
pages = {2334--2338},
publisher = {{ISCA}},
year = {2018},
url = {https://doi.org/10.21437/Interspeech.2018-1772},
doi = {10.21437/INTERSPEECH.2018-1772},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/AmiriparianBJAO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/BairdPHBCS18,
author = {Alice Baird and
Emilia Parada{-}Cabaleiro and
Simone Hantke and
Felix Burkhardt and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
editor = {B. Yegnanarayana},
title = {The Perception and Analysis of the Likeability and Human Likeness
of Synthesized Speech},
booktitle = {19th Annual Conference of the International Speech Communication Association,
Interspeech 2018, Hyderabad, India, September 2-6, 2018},
pages = {2863--2867},
publisher = {{ISCA}},
year = {2018},
url = {https://doi.org/10.21437/Interspeech.2018-1093},
doi = {10.21437/INTERSPEECH.2018-1093},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/BairdPHBCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/RathnerDTSCSHB18,
author = {Eva{-}Maria Rathner and
Julia Djamali and
Yannik Terhorst and
Bj{\"{o}}rn W. Schuller and
Nicholas Cummins and
Gudrun Salamon and
Christina Hunger{-}Schoppe and
Harald Baumeister},
editor = {B. Yegnanarayana},
title = {How Did You like 2017? Detection of Language Markers of Depression
and Narcissism in Personal Narratives},
booktitle = {19th Annual Conference of the International Speech Communication Association,
Interspeech 2018, Hyderabad, India, September 2-6, 2018},
pages = {3388--3392},
publisher = {{ISCA}},
year = {2018},
url = {https://doi.org/10.21437/Interspeech.2018-2040},
doi = {10.21437/INTERSPEECH.2018-2040},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/RathnerDTSCSHB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/RingevalSVCKSAC18,
author = {Fabien Ringeval and
Bj{\"{o}}rn W. Schuller and
Michel F. Valstar and
Roddy Cowie and
Heysem Kaya and
Maximilian Schmitt and
Shahin Amiriparian and
Nicholas Cummins and
Denis Lalanne and
Adrien Michaud and
Elvan {\c{C}}ift{\c{c}}i and
H{\"{u}}seyin G{\"{u}}le{\c{c}} and
Albert Ali Salah and
Maja Pantic},
editor = {Fabien Ringeval and
Bj{\"{o}}rn W. Schuller and
Michel F. Valstar and
Roddy Cowie and
Maja Pantic},
title = {{AVEC} 2018 Workshop and Challenge: Bipolar Disorder and Cross-Cultural
Affect Recognition},
booktitle = {Proceedings of the 2018 on Audio/Visual Emotion Challenge and Workshop,
AVEC@MM 2018, Seoul, Republic of Korea, October 22, 2018},
pages = {3--13},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3266302.3266316},
doi = {10.1145/3266302.3266316},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/RingevalSVCKSAC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/specom/PanditSC0PS18,
author = {Vedhas Pandit and
Maximilian Schmitt and
Nicholas Cummins and
Franz Graf and
Lucas Paletta and
Bj{\"{o}}rn W. Schuller},
editor = {Alexey Karpov and
Oliver Jokisch and
Rodmonga Potapova},
title = {How Good Is Your Model 'Really'? On 'Wildness' of the In-the-Wild
Speech-Based Affect Recognisers},
booktitle = {Speech and Computer - 20th International Conference, {SPECOM} 2018,
Leipzig, Germany, September 18-22, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11096},
pages = {490--500},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99579-3\_51},
doi = {10.1007/978-3-319-99579-3\_51},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/specom/PanditSC0PS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/18/CohnCEGJS18,
author = {Jeffrey F. Cohn and
Nicholas Cummins and
Julien Epps and
Roland Goecke and
Jyoti Joshi and
Stefan Scherer},
editor = {Sharon L. Oviatt and
Bj{\"{o}}rn W. Schuller and
Philip R. Cohen and
Daniel Sonntag and
Gerasimos Potamianos and
Antonio Kr{\"{u}}ger},
title = {Multimodal assessment of depression from behavioral signals},
booktitle = {The Handbook of Multimodal-Multisensor Interfaces: Foundations, User
Modeling, and Common Modality Combinations - Volume 2},
pages = {375--417},
publisher = {Association for Computing Machinery},
year = {2018},
url = {https://doi.org/10.1145/3107990.3108004},
doi = {10.1145/3107990.3108004},
timestamp = {Sat, 30 Sep 2023 09:32:33 +0200},
biburl = {https://dblp.org/rec/books/acm/18/CohnCEGJS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-09546,
author = {Gil Keren and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
title = {Calibrated Prediction Intervals for Neural Network Regressors},
journal = {CoRR},
volume = {abs/1803.09546},
year = {2018},
url = {http://arxiv.org/abs/1803.09546},
eprinttype = {arXiv},
eprint = {1803.09546},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-09546.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-08927,
author = {Jing Han and
Zixing Zhang and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
title = {Adversarial Training in Affective Computing and Sentiment Analysis:
Recent Advances and Perspectives},
journal = {CoRR},
volume = {abs/1809.08927},
year = {2018},
url = {http://arxiv.org/abs/1809.08927},
eprinttype = {arXiv},
eprint = {1809.08927},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-08927.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivc/HanZCRS17,
author = {Jing Han and
Zixing Zhang and
Nicholas Cummins and
Fabien Ringeval and
Bj{\"{o}}rn W. Schuller},
title = {Strength modelling for real-worldautomatic continuous affect recognition
from audiovisual signals},
journal = {Image Vis. Comput.},
volume = {65},
pages = {76--86},
year = {2017},
url = {https://doi.org/10.1016/j.imavis.2016.11.020},
doi = {10.1016/J.IMAVIS.2016.11.020},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ivc/HanZCRS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FreitagAPCS17,
author = {Michael Freitag and
Shahin Amiriparian and
Sergey Pugachevskiy and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
title = {auDeep: Unsupervised Learning of Representations from Audio with Deep
Recurrent Neural Networks},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {173:1--173:5},
year = {2017},
url = {https://jmlr.org/papers/v18/17-406.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FreitagAPCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/ZhangCS17,
author = {Zixing Zhang and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
title = {Advanced Data Exploitation in Speech Analysis: An overview},
journal = {{IEEE} Signal Process. Mag.},
volume = {34},
number = {4},
pages = {107--129},
year = {2017},
url = {https://doi.org/10.1109/MSP.2017.2699358},
doi = {10.1109/MSP.2017.2699358},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/ZhangCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/XuDCZWZS17,
author = {Xinzhou Xu and
Jun Deng and
Nicholas Cummins and
Zixing Zhang and
Chen Wu and
Li Zhao and
Bj{\"{o}}rn W. Schuller},
title = {A Two-Dimensional Framework of Multiple Kernel Subspace Learning for
Recognizing Emotion in Speech},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {25},
number = {7},
pages = {1436--1449},
year = {2017},
url = {https://doi.org/10.1109/TASLP.2017.2694704},
doi = {10.1109/TASLP.2017.2694704},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/XuDCZWZS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/SaghaCS17,
author = {Hesam Sagha and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
title = {Stacked denoising autoencoders for sentiment analysis: a review},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {7},
number = {5},
year = {2017},
url = {https://doi.org/10.1002/widm.1212},
doi = {10.1002/WIDM.1212},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/SaghaCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acii/AmiriparianCOGS17,
author = {Shahin Amiriparian and
Nicholas Cummins and
Sandra Ottl and
Maurice Gerczuk and
Bj{\"{o}}rn W. Schuller},
title = {Sentiment analysis using image-based deep spectrum features},
booktitle = {Seventh International Conference on Affective Computing and Intelligent
Interaction Workshops and Demos, {ACII} Workshops 2017, San Antonio,
TX, USA, October 23-26, 2017},
pages = {26--29},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ACIIW.2017.8272618},
doi = {10.1109/ACIIW.2017.8272618},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acii/AmiriparianCOGS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acii/AmiriparianFCS17,
author = {Shahin Amiriparian and
Michael Freitag and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
title = {Feature selection in multimodal continuous emotion prediction},
booktitle = {Seventh International Conference on Affective Computing and Intelligent
Interaction Workshops and Demos, {ACII} Workshops 2017, San Antonio,
TX, USA, October 23-26, 2017},
pages = {30--37},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ACIIW.2017.8272619},
doi = {10.1109/ACIIW.2017.8272619},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acii/AmiriparianFCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acii/AmiriparianPCHP17,
author = {Shahin Amiriparian and
Sergey Pugachevskiy and
Nicholas Cummins and
Simone Hantke and
Jouni Pohjalainen and
Gil Keren and
Bj{\"{o}}rn W. Schuller},
title = {{CAST} a database: Rapid targeted large-scale big data acquisition
via small-world modelling of social media platforms},
booktitle = {Seventh International Conference on Affective Computing and Intelligent
Interaction, {ACII} 2017, San Antonio, TX, USA, October 23-26, 2017},
pages = {340--345},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ACII.2017.8273622},
doi = {10.1109/ACII.2017.8273622},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acii/AmiriparianPCHP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/CumminsVSS17,
author = {Nicholas Cummins and
Bogdan Vlasenko and
Hesam Sagha and
Bj{\"{o}}rn W. Schuller},
editor = {Annette ten Teije and
Christian Popow and
John H. Holmes and
Lucia Sacchi},
title = {Enhancing Speech-Based Depression Detection Through Gender Dependent
Vowel-Level Formant Features},
booktitle = {Artificial Intelligence in Medicine - 16th Conference on Artificial
Intelligence in Medicine, {AIME} 2017, Vienna, Austria, June 21-24,
2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10259},
pages = {209--214},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59758-4\_23},
doi = {10.1007/978-3-319-59758-4\_23},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aime/CumminsVSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/audio/BairdJPHCS17,
author = {Alice Baird and
Stina Hasse J{\o}rgensen and
Emilia Parada{-}Cabaleiro and
Simone Hantke and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
editor = {Gy{\"{o}}rgy Fazekas and
Mathieu Barthet and
Tony Stockman},
title = {Perception of Paralinguistic Traits in Synthesized Voices},
booktitle = {Proceedings of the 12th International Audio Mostly Conference on Augmented
and Participatory Sound and Music Experiences, London, United Kingdom,
August 23 - 26, 2017},
pages = {17:1--17:5},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3123514.3123528},
doi = {10.1145/3123514.3123528},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/audio/BairdJPHCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcase/AmiriparianFCS17,
author = {Shahin Amiriparian and
Michael Freitag and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
editor = {Tuomas Virtanen and
Annamaria Mesaros and
Toni Heittola and
Aleksandr Diment and
Emmanuel Vincent and
Emmanouil Benetos and
Benjamin Elizalde},
title = {Sequence to Sequence Autoencoders for Unsupervised Representation
Learning from Audio},
booktitle = {Proceedings of the Workshop on Detection and Classification of Acoustic
Scenes and Events, {DCASE} 2017, Munich, Germany, November 16-17,
2017},
pages = {17--21},
year = {2017},
url = {http://dcase.community/documents/workshop2017/proceedings/DCASE2017Workshop\_Amiriparian\_172.pdf},
timestamp = {Wed, 22 Dec 2021 16:11:49 +0100},
biburl = {https://dblp.org/rec/conf/dcase/AmiriparianFCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ehealth/DengCSQRS17,
author = {Jun Deng and
Nicholas Cummins and
Maximilian Schmitt and
Kun Qian and
Fabien Ringeval and
Bj{\"{o}}rn W. Schuller},
editor = {Patty Kostkova and
Floriana Grasso and
Carlos Castillo and
Yelena Mejova and
Arnold Bosman},
title = {Speech-based Diagnosis of Autism Spectrum Condition by Generative
Adversarial Network Representations},
booktitle = {Proceedings of the 2017 International Conference on Digital Health,
London, United Kingdom, July 2-5, 2017},
pages = {53--57},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3079452.3079492},
doi = {10.1145/3079452.3079492},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ehealth/DengCSQRS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/QianJDHHHCS17,
author = {Kun Qian and
Christoph Janott and
Jun Deng and
Clemens Heiser and
Winfried Hohenhorst and
Michael Herzog and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
title = {Snore sound recognition: On wavelets and classifiers from deep nets
to kernels},
booktitle = {2017 39th Annual International Conference of the {IEEE} Engineering
in Medicine and Biology Society (EMBC), Jeju Island, South Korea,
July 11-15, 2017},
pages = {3737--3740},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/EMBC.2017.8037669},
doi = {10.1109/EMBC.2017.8037669},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/QianJDHHHCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/CumminsSAKS17,
author = {Nicholas Cummins and
Maximilian Schmitt and
Shahin Amiriparian and
Jarek Krajewski and
Bj{\"{o}}rn W. Schuller},
title = {"You sound ill, take the day off": Automatic recognition
of speech affected by upper respiratory tract infection},
booktitle = {2017 39th Annual International Conference of the {IEEE} Engineering
in Medicine and Biology Society (EMBC), Jeju Island, South Korea,
July 11-15, 2017},
pages = {3806--3809},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/EMBC.2017.8037686},
doi = {10.1109/EMBC.2017.8037686},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/CumminsSAKS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/Parada-Cabaleiro17,
author = {Emilia Parada{-}Cabaleiro and
Alice Baird and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
title = {Stimulation of psychological listener experiences by semi-automatically
composed electroacoustic environments},
booktitle = {2017 {IEEE} International Conference on Multimedia and Expo, {ICME}
2017, Hong Kong, China, July 10-14, 2017},
pages = {1051--1056},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICME.2017.8019327},
doi = {10.1109/ICME.2017.8019327},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/Parada-Cabaleiro17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/PokornySMBNCBEF17,
author = {Florian B. Pokorny and
Bj{\"{o}}rn W. Schuller and
Peter B. Marschik and
Raymond Brueckner and
P{\"{a}}r Nystr{\"{o}}m and
Nicholas Cummins and
Sven B{\"{o}}lte and
Christa Einspieler and
Terje Falck{-}Ytter},
editor = {Francisco Lacerda},
title = {Earlier Identification of Children with Autism Spectrum Disorder:
An Automatic Vocalisation-Based Approach},
booktitle = {18th Annual Conference of the International Speech Communication Association,
Interspeech 2017, Stockholm, Sweden, August 20-24, 2017},
pages = {309--313},
publisher = {{ISCA}},
year = {2017},
url = {https://doi.org/10.21437/Interspeech.2017-1007},
doi = {10.21437/INTERSPEECH.2017-1007},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/PokornySMBNCBEF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/BairdACABPFGS17,
author = {Alice Baird and
Shahin Amiriparian and
Nicholas Cummins and
Alyssa M. Alcorn and
Anton Batliner and
Sergey Pugachevskiy and
Michael Freitag and
Maurice Gerczuk and
Bj{\"{o}}rn W. Schuller},
editor = {Francisco Lacerda},
title = {Automatic Classification of Autistic Child Vocalisations: {A} Novel
Database and Results},
booktitle = {18th Annual Conference of the International Speech Communication Association,
Interspeech 2017, Stockholm, Sweden, August 20-24, 2017},
pages = {849--853},
publisher = {{ISCA}},
year = {2017},
url = {https://doi.org/10.21437/Interspeech.2017-730},
doi = {10.21437/INTERSPEECH.2017-730},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/BairdACABPFGS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/HagererCES17,
author = {Gerhard Hagerer and
Nicholas Cummins and
Florian Eyben and
Bj{\"{o}}rn W. Schuller},
editor = {Francisco Lacerda},
title = {"Did you laugh enough today?" - Deep Neural Networks for
Mobile and Wearable Laughter Trackers},
booktitle = {18th Annual Conference of the International Speech Communication Association,
Interspeech 2017, Stockholm, Sweden, August 20-24, 2017},
pages = {2044--2045},
publisher = {{ISCA}},
year = {2017},
url = {https://www.isca-speech.org/archive/interspeech\_2017/hagerer17\_interspeech.html},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/HagererCES17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/HantkeSCS17,
author = {Simone Hantke and
Hesam Sagha and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
editor = {Francisco Lacerda},
title = {Emotional Speech of Mentally and Physically Disabled Individuals:
Introducing the EmotAsS Database and First Findings},
booktitle = {18th Annual Conference of the International Speech Communication Association,
Interspeech 2017, Stockholm, Sweden, August 20-24, 2017},
pages = {3137--3141},
publisher = {{ISCA}},
year = {2017},
url = {https://doi.org/10.21437/Interspeech.2017-409},
doi = {10.21437/INTERSPEECH.2017-409},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/HantkeSCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/Parada-Cabaleiro17,
author = {Emilia Parada{-}Cabaleiro and
Alice Baird and
Anton Batliner and
Nicholas Cummins and
Simone Hantke and
Bj{\"{o}}rn W. Schuller},
editor = {Francisco Lacerda},
title = {The Perception of Emotions in Noisified Nonsense Speech},
booktitle = {18th Annual Conference of the International Speech Communication Association,
Interspeech 2017, Stockholm, Sweden, August 20-24, 2017},
pages = {3246--3250},
publisher = {{ISCA}},
year = {2017},
url = {https://doi.org/10.21437/Interspeech.2017-104},
doi = {10.21437/INTERSPEECH.2017-104},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/Parada-Cabaleiro17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/VlasenkoSCS17,
author = {Bogdan Vlasenko and
Hesam Sagha and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
editor = {Francisco Lacerda},
title = {Implementing Gender-Dependent Vowel-Level Analysis for Boosting Speech-Based
Depression Recognition},
booktitle = {18th Annual Conference of the International Speech Communication Association,
Interspeech 2017, Stockholm, Sweden, August 20-24, 2017},
pages = {3266--3270},
publisher = {{ISCA}},
year = {2017},
url = {https://doi.org/10.21437/Interspeech.2017-887},
doi = {10.21437/INTERSPEECH.2017-887},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/VlasenkoSCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/FreitagACGS17,
author = {Michael Freitag and
Shahin Amiriparian and
Nicholas Cummins and
Maurice Gerczuk and
Bj{\"{o}}rn W. Schuller},
editor = {Francisco Lacerda},
title = {An 'End-to-Evolution' Hybrid Approach for Snore Sound Classification},
booktitle = {18th Annual Conference of the International Speech Communication Association,
Interspeech 2017, Stockholm, Sweden, August 20-24, 2017},
pages = {3507--3511},
publisher = {{ISCA}},
year = {2017},
url = {https://doi.org/10.21437/Interspeech.2017-173},
doi = {10.21437/INTERSPEECH.2017-173},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/FreitagACGS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/AmiriparianGOCF17,
author = {Shahin Amiriparian and
Maurice Gerczuk and
Sandra Ottl and
Nicholas Cummins and
Michael Freitag and
Sergey Pugachevskiy and
Alice Baird and
Bj{\"{o}}rn W. Schuller},
editor = {Francisco Lacerda},
title = {Snore Sound Classification Using Image-Based Deep Spectrum Features},
booktitle = {18th Annual Conference of the International Speech Communication Association,
Interspeech 2017, Stockholm, Sweden, August 20-24, 2017},
pages = {3512--3516},
publisher = {{ISCA}},
year = {2017},
url = {https://doi.org/10.21437/Interspeech.2017-434},
doi = {10.21437/INTERSPEECH.2017-434},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/AmiriparianGOCF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismir/Parada-Cabaleiro17a,
author = {Emilia Parada{-}Cabaleiro and
Alice Baird and
Anton Batliner and
Nicholas Cummins and
Simone Hantke and
Bj{\"{o}}rn W. Schuller},
editor = {Kevin R. Page},
title = {The Perception of Emotion in the Singing Voice: The Understanding
of Music Mood for Music Organisation},
booktitle = {Proceedings of the 4th International Workshop on Digital Libraries
for Musicology, DLfM 2017, Shanghai, China, October 28, 2017},
pages = {29--36},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3144749.3144756},
doi = {10.1145/3144749.3144756},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ismir/Parada-Cabaleiro17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/RingevalSVGCSMC17,
author = {Fabien Ringeval and
Bj{\"{o}}rn W. Schuller and
Michel F. Valstar and
Jonathan Gratch and
Roddy Cowie and
Stefan Scherer and
Sharon Mozgai and
Nicholas Cummins and
Maximilian Schmitt and
Maja Pantic},
editor = {Fabien Ringeval and
Bj{\"{o}}rn W. Schuller and
Michel F. Valstar and
Jonathan Gratch and
Roddy Cowie and
Maja Pantic},
title = {{AVEC} 2017: Real-life Depression, and Affect Recognition Workshop
and Challenge},
booktitle = {Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge,
Mountain View, CA, USA, October 23 - 27, 2017},
pages = {3--9},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3133944.3133953},
doi = {10.1145/3133944.3133953},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/RingevalSVGCSMC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/CumminsAHBSS17,
author = {Nicholas Cummins and
Shahin Amiriparian and
Gerhard Hagerer and
Anton Batliner and
Stefan Steidl and
Bj{\"{o}}rn W. Schuller},
editor = {Qiong Liu and
Rainer Lienhart and
Haohong Wang and
Sheng{-}Wei "Kuan{-}Ta" Chen and
Susanne Boll and
Yi{-}Ping Phoebe Chen and
Gerald Friedland and
Jia Li and
Shuicheng Yan},
title = {An Image-based Deep Spectrum Feature Representation for the Recognition
of Emotional Speech},
booktitle = {Proceedings of the 2017 {ACM} on Multimedia Conference, {MM} 2017,
Mountain View, CA, USA, October 23-27, 2017},
pages = {478--484},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3123266.3123371},
doi = {10.1145/3123266.3123371},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/CumminsAHBSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-04382,
author = {Michael Freitag and
Shahin Amiriparian and
Sergey Pugachevskiy and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
title = {auDeep: Unsupervised Learning of Representations from Audio with Deep
Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1712.04382},
year = {2017},
url = {http://arxiv.org/abs/1712.04382},
eprinttype = {arXiv},
eprint = {1712.04382},
timestamp = {Mon, 03 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-04382.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccpr/DengCHXRPZS16,
author = {Jun Deng and
Nicholas Cummins and
Jing Han and
Xinzhou Xu and
Zhao Ren and
Vedhas Pandit and
Zixing Zhang and
Bj{\"{o}}rn W. Schuller},
editor = {Tieniu Tan and
Xuelong Li and
Xilin Chen and
Jie Zhou and
Jian Yang and
Hong Cheng},
title = {The University of Passau Open Emotion Recognition System for the Multimodal
Emotion Challenge},
booktitle = {Pattern Recognition - 7th Chinese Conference, {CCPR} 2016, Chengdu,
China, November 5-7, 2016, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {663},
pages = {652--666},
year = {2016},
url = {https://doi.org/10.1007/978-981-10-3005-5\_54},
doi = {10.1007/978-981-10-3005-5\_54},
timestamp = {Tue, 15 Feb 2022 14:35:28 +0100},
biburl = {https://dblp.org/rec/conf/ccpr/DengCHXRPZS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/StasakECG16,
author = {Brian Stasak and
Julien Epps and
Nicholas Cummins and
Roland Goecke},
editor = {Nelson Morgan},
title = {An Investigation of Emotional Speech in Depression Classification},
booktitle = {17th Annual Conference of the International Speech Communication Association,
Interspeech 2016, San Francisco, CA, USA, September 8-12, 2016},
pages = {485--489},
publisher = {{ISCA}},
year = {2016},
url = {https://doi.org/10.21437/Interspeech.2016-867},
doi = {10.21437/INTERSPEECH.2016-867},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/StasakECG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/speech/CumminsSKSEQ15,
author = {Nicholas Cummins and
Stefan Scherer and
Jarek Krajewski and
Sebastian Schnieder and
Julien Epps and
Thomas F. Quatieri},
title = {A review of depression and suicide risk assessment using speech analysis},
journal = {Speech Commun.},
volume = {71},
pages = {10--49},
year = {2015},
url = {https://doi.org/10.1016/j.specom.2015.03.004},
doi = {10.1016/J.SPECOM.2015.03.004},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/speech/CumminsSKSEQ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/speech/CumminsSESK15,
author = {Nicholas Cummins and
Vidhyasaharan Sethu and
Julien Epps and
Sebastian Schnieder and
Jarek Krajewski},
title = {Analysis of acoustic space variability in speech affected by depression},
journal = {Speech Commun.},
volume = {75},
pages = {27--49},
year = {2015},
url = {https://doi.org/10.1016/j.specom.2015.09.003},
doi = {10.1016/J.SPECOM.2015.09.003},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/speech/CumminsSESK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/LarsenCBOTNSEC15,
author = {Mark E. Larsen and
Nicholas Cummins and
Tjeerd W. Boonstra and
Bridianne O'Dea and
Joe Tighe and
Jennifer Nicholas and
Fiona Shand and
Julien Epps and
Helen Christensen},
title = {The use of technology in Suicide Prevention},
booktitle = {37th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2015, Milan, Italy, August 25-29,
2015},
pages = {7316--7319},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/EMBC.2015.7320081},
doi = {10.1109/EMBC.2015.7320081},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/LarsenCBOTNSEC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CumminsESK15,
author = {Nicholas Cummins and
Julien Epps and
Vidhyasaharan Sethu and
Jarek Krajewski},
title = {Weighted pairwise Gaussian likelihood regression for depression score
prediction},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {4779--4783},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7178878},
doi = {10.1109/ICASSP.2015.7178878},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/CumminsESK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/CumminsSEK15,
author = {Nicholas Cummins and
Vidhyasaharan Sethu and
Julien Epps and
Jarek Krajewski},
title = {Relevance vector machine for depression prediction},
booktitle = {16th Annual Conference of the International Speech Communication Association,
{INTERSPEECH} 2015, Dresden, Germany, September 6-10, 2015},
pages = {110--114},
publisher = {{ISCA}},
year = {2015},
url = {https://doi.org/10.21437/Interspeech.2015-37},
doi = {10.21437/INTERSPEECH.2015-37},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/CumminsSEK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/HuangDCSLSE15,
author = {Zhaocheng Huang and
Ting Dang and
Nicholas Cummins and
Brian Stasak and
Phu Ngoc Le and
Vidhyasaharan Sethu and
Julien Epps},
editor = {Fabien Ringeval and
Bj{\"{o}}rn W. Schuller and
Michel F. Valstar and
Roddy Cowie and
Maja Pantic},
title = {An Investigation of Annotation Delay Compensation and Output-Associative
Fusion for Multimodal Continuous Emotion Prediction},
booktitle = {Proceedings of the 5th International Workshop on Audio/Visual Emotion
Challenge, {AVEC} 2015, Brisbane, Australia, October 26, 2015},
pages = {41--48},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808196.2811640},
doi = {10.1145/2808196.2811640},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/HuangDCSLSE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CumminsESK14,
author = {Nicholas Cummins and
Julien Epps and
Vidhyasaharan Sethu and
Jarek Krajewski},
title = {Variability compensation in small data: Oversampled extraction of
i-vectors for the classification of depressed speech},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {970--974},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6853741},
doi = {10.1109/ICASSP.2014.6853741},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/CumminsESK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/CumminsSEK14,
author = {Nicholas Cummins and
Vidhyasaharan Sethu and
Julien Epps and
Jarek Krajewski},
editor = {Haizhou Li and
Helen M. Meng and
Bin Ma and
Engsiong Chng and
Lei Xie},
title = {Probabilistic acoustic volume analysis for speech affected by depression},
booktitle = {15th Annual Conference of the International Speech Communication Association,
{INTERSPEECH} 2014, Singapore, September 14-18, 2014},
pages = {1238--1242},
publisher = {{ISCA}},
year = {2014},
url = {https://doi.org/10.21437/Interspeech.2014-311},
doi = {10.21437/INTERSPEECH.2014-311},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/CumminsSEK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CumminsEA13,
author = {Nicholas Cummins and
Julien Epps and
Eliathamby Ambikairajah},
title = {Spectro-temporal analysis of speech affected by depression and psychomotor
retardation},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {7542--7546},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6639129},
doi = {10.1109/ICASSP.2013.6639129},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/CumminsEA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/CumminsESBG13,
author = {Nicholas Cummins and
Julien Epps and
Vidhyasaharan Sethu and
Michael Breakspear and
Roland Goecke},
editor = {Fr{\'{e}}d{\'{e}}ric Bimbot and
Christophe Cerisara and
C{\'{e}}cile Fougeron and
Guillaume Gravier and
Lori Lamel and
Fran{\c{c}}ois Pellegrino and
Pascal Perrier},
title = {Modeling spectral variability for the classification of depressed
speech},
booktitle = {14th Annual Conference of the International Speech Communication Association,
{INTERSPEECH} 2013, Lyon, France, August 25-29, 2013},
pages = {857--861},
publisher = {{ISCA}},
year = {2013},
url = {https://doi.org/10.21437/Interspeech.2013-242},
doi = {10.21437/INTERSPEECH.2013-242},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/CumminsESBG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/CumminsJDSGE13,
author = {Nicholas Cummins and
Jyoti Joshi and
Abhinav Dhall and
Vidhyasaharan Sethu and
Roland Goecke and
Julien Epps},
editor = {Bj{\"{o}}rn W. Schuller and
Michel F. Valstar and
Roddy Cowie and
Jarek Krajewski and
Maja Pantic},
title = {Diagnosis of depression by behavioural signals: a multimodal approach},
booktitle = {Proceedings of the 3rd {ACM} international workshop on Audio/visual
emotion challenge, AVEC@ACM Multimedia 2013, Barcelona, Spain, October
21, 2013},
pages = {11--20},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2512530.2512535},
doi = {10.1145/2512530.2512535},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/CumminsJDSGE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/CumminsEK12,
author = {Nicholas Cummins and
Julien Epps and
Jia Min Karen Kua},
title = {A Comparison of Classification Paradigms for Speaker Likeability Determination},
booktitle = {13th Annual Conference of the International Speech Communication Association,
{INTERSPEECH} 2012, Portland, Oregon, USA, September 9-13, 2012},
pages = {282--285},
publisher = {{ISCA}},
year = {2012},
url = {https://doi.org/10.21437/Interspeech.2012-93},
doi = {10.21437/INTERSPEECH.2012-93},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/CumminsEK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/CumminsEBG11,
author = {Nicholas Cummins and
Julien Epps and
Michael Breakspear and
Roland Goecke},
title = {An Investigation of Depressed Speech Detection: Features and Normalization},
booktitle = {12th Annual Conference of the International Speech Communication Association,
{INTERSPEECH} 2011, Florence, Italy, August 27-31, 2011},
pages = {2997--3000},
publisher = {{ISCA}},
year = {2011},
url = {https://doi.org/10.21437/Interspeech.2011-750},
doi = {10.21437/INTERSPEECH.2011-750},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/CumminsEBG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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