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ORCIDJoão Felipe Santos
Person information
- affiliation: NVIDIA, Vancouver, BC, Canada
- affiliation (PhD 2019): Institut National de la Recherche Scientifique (INRS), Montreal, QC, Canada
- affiliation (former): Federal University of Santa Catarina, Florianópolis, SC, Brazil
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2020 – today
- 2025
[c19]Rafael Valle, Rohan Badlani, Zhifeng Kong, Sang-gil Lee, Arushi Goel, Sungwon Kim, João Felipe Santos, Shuqi Dai, Siddharth Gururani, Aya Aljafari, Alexander H. Liu, Kevin J. Shih, Ryan Prenger, Wei Ping, Chao-Han Huck Yang, Bryan Catanzaro:
Fugatto 1: Foundational Generative Audio Transformer Opus 1. ICLR 2025- [i11]Zhifeng Kong, Kevin J. Shih, Weili Nie, Arash Vahdat, Sang-gil Lee, João Felipe Santos, Ante Jukic, Rafael Valle, Bryan Catanzaro:
A2SB: Audio-to-Audio Schrodinger Bridges. CoRR abs/2501.11311 (2025) - [i10]Zhifeng Kong, Arushi Goel, João Felipe Santos, Sreyan Ghosh, Rafael Valle, Wei Ping, Bryan Catanzaro:
Audio Flamingo Sound-CoT Technical Report: Improving Chain-of-Thought Reasoning in Sound Understanding. CoRR abs/2508.11818 (2025) - 2023
- [c18]Rohan Badlani, Akshit Arora, Subhankar Ghosh, Rafael Valle, Kevin J. Shih, João Felipe Santos, Boris Ginsburg, Bryan Catanzaro:
Vani: Very-Lightweight Accent-Controllable TTS for Native And Non-Native Speakers With Identity Preservation. ICASSP 2023: 1-2 - [c17]Rafael Valle, João Felipe Santos, Kevin J. Shih, Rohan Badlani, Bryan Catanzaro:
High-Acoustic Fidelity Text To Speech Synthesis With Fine-Grained Control Of Speech Attributes. ICASSP 2023: 1-5 - [c16]Rohan Badlani, Rafael Valle, Kevin J. Shih, João Felipe Santos, Siddharth Gururani, Bryan Catanzaro:
RAD-MMM: Multilingual Multiaccented Multispeaker Text To Speech. INTERSPEECH 2023: 626-630 - [c15]Sungwon Kim, Kevin J. Shih, Rohan Badlani, João Felipe Santos, Evelina Bakhturina, Mikyas T. Desta, Rafael Valle, Sungroh Yoon, Bryan Catanzaro:
P-Flow: A Fast and Data-Efficient Zero-Shot TTS through Speech Prompting. NeurIPS 2023 - [i9]Rohan Badlani, Rafael Valle, Kevin J. Shih, João Felipe Santos, Siddharth Gururani, Bryan Catanzaro:
Multilingual Multiaccented Multispeaker TTS with RADTTS. CoRR abs/2301.10335 (2023) - [i8]Rohan Badlani, Akshit Arora, Subhankar Ghosh, Rafael Valle, Kevin J. Shih, João Felipe Santos, Boris Ginsburg, Bryan Catanzaro:
VANI: Very-lightweight Accent-controllable TTS for Native and Non-native speakers with Identity Preservation. CoRR abs/2303.07578 (2023) - 2022
- [i7]Kevin J. Shih, Rafael Valle, Rohan Badlani, João Felipe Santos, Bryan Catanzaro:
Generative Modeling for Low Dimensional Speech Attributes with Neural Spline Flows. CoRR abs/2203.01786 (2022) - 2021
- [j7]Anderson R. Avila
, Zahid Akhtar, João Felipe Santos, Douglas D. O'Shaughnessy, Tiago H. Falk:
Feature Pooling of Modulation Spectrum Features for Improved Speech Emotion Recognition in the Wild. IEEE Trans. Affect. Comput. 12(1): 177-188 (2021)
2010 – 2019
- 2019
- [j6]Benjamin Cauchi, Kai Siedenburg, João Felipe Santos, Tiago H. Falk, Simon Doclo, Stefan Goetze:
Non-Intrusive Speech Quality Prediction Using Modulation Energies and LSTM-Network. IEEE ACM Trans. Audio Speech Lang. Process. 27(7): 1151-1163 (2019) - [c14]Kyle Kastner, João Felipe Santos, Yoshua Bengio, Aaron C. Courville:
Representation Mixing for TTS Synthesis. ICASSP 2019: 5906-5910 - [c13]João Felipe Santos, Tiago H. Falk:
Towards the development of a non-intrusive objective quality measure for DNN-enhanced speech. QoMEX 2019: 1-6 - 2018
- [j5]João Felipe Santos, Tiago H. Falk:
Speech Dereverberation With Context-Aware Recurrent Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 26(7): 1232-1242 (2018) - [c12]Sebastian Braun, João Felipe Santos, Emanuël A. P. Habets, Tiago H. Falk:
Dual-Channel Modulation Energy Metric for Direct-to-Reverberation Ratio Estimation. ICASSP 2018: 206-210 - [c11]Stylianos Ioannis Mimilakis, Konstantinos Drossos, João Felipe Santos, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio:
Monaural Singing Voice Separation with Skip-Filtering Connections and Recurrent Inference of Time-Frequency Mask. ICASSP 2018: 721-725 - [c10]Chiheb Trabelsi, Olexa Bilaniuk, Ying Zhang, Dmitriy Serdyuk, Sandeep Subramanian, João Felipe Santos, Soroush Mehri, Negar Rostamzadeh, Yoshua Bengio, Christopher J. Pal:
Deep Complex Networks. ICLR (Poster) 2018 - [i6]Kyle Kastner, João Felipe Santos, Yoshua Bengio, Aaron C. Courville:
Representation Mixing for TTS Synthesis. CoRR abs/1811.07240 (2018) - 2017
- [c9]Mohammed Senoussaoui, João Felipe Santos, Tiago H. Falk:
Speech temporal dynamics fusion approaches for noise-robust reverberation time estimation. ICASSP 2017: 5545-5549 - [c8]Jose Sotelo, Soroush Mehri, Kundan Kumar, João Felipe Santos, Kyle Kastner, Aaron C. Courville, Yoshua Bengio:
Char2Wav: End-to-End Speech Synthesis. ICLR (Workshop) 2017 - [i5]Chiheb Trabelsi, Olexa Bilaniuk, Dmitriy Serdyuk, Sandeep Subramanian, João Felipe Santos, Soroush Mehri, Negar Rostamzadeh, Yoshua Bengio, Christopher J. Pal:
Deep Complex Networks. CoRR abs/1705.09792 (2017) - [i4]Stylianos Ioannis Mimilakis, Konstantinos Drossos, João Felipe Santos, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio:
Monaural Singing Voice Separation with Skip-Filtering Connections and Recurrent Inference of Time-Frequency Mask. CoRR abs/1711.01437 (2017) - [i3]João Felipe Santos, Tiago H. Falk:
Speech Dereverberation with Context-aware Recurrent Neural Networks. CoRR abs/1711.06309 (2017) - 2016
- [c7]Benjamin Cauchi, João Felipe Santos, Kai Siedenburg, Tiago H. Falk, Patrick A. Naylor, Simon Doclo, Stefan Goetze:
Predicting the quality of processed speech by combining modulation-based features and model trees. ITG Symposium on Speech Communication 2016: 1-5 - [i2]Bob L. T. Sturm, João Felipe Santos, Oded Ben-Tal, Iryna Korshunova:
Music transcription modelling and composition using deep learning. CoRR abs/1604.08723 (2016) - 2015
- [j4]Tiago H. Falk, Vijay Parsa, João Felipe Santos, Kathryn Hoberg Arehart, Oldooz Hazrati, Rainer Huber, James M. Kates, Susan Scollie:
Objective Quality and Intelligibility Prediction for Users of Assistive Listening Devices: Advantages and limitations of existing tools. IEEE Signal Process. Mag. 32(2): 114-124 (2015) - [i1]Mohammed Senoussaoui, João Felipe Santos, Tiago H. Falk:
SRMR variants for improved blind room acoustics characterization. CoRR abs/1510.04707 (2015) - 2014
- [j3]João Felipe Santos, Tiago H. Falk:
Updating the SRMR-CI metric for improved intelligibility prediction for cochlear implant users. IEEE ACM Trans. Audio Speech Lang. Process. 22(12): 2197-2206 (2014) - [c6]João Felipe Santos, Mohammed Senoussaoui, Tiago H. Falk:
An improved non-intrusive intelligibility metric for noisy and reverberant speech. IWAENC 2014: 55-59 - [c5]Mohammed Senoussaoui, Milton Orlando Sarria-Paja, João Felipe Santos, Tiago H. Falk:
Model Fusion for Multimodal Depression Classification and Level Detection. AVEC@MM 2014: 57-63 - 2013
- [j2]João Felipe Santos, Stefano Cosentino, Oldooz Hazrati, Philipos C. Loizou, Tiago H. Falk:
Objective speech intelligibility measurement for cochlear implant users in complex listening environments. Speech Commun. 55(7-8): 815-824 (2013) - [c4]João Felipe Santos, Nirit Brosh, Tiago H. Falk, Lonnie Zwaigenbaum, Susan E. Bryson, Wendy Roberts, Isabel M. Smith, Peter Szatmari, Jessica A. Brian:
Very early detection of Autism Spectrum Disorders based on acoustic analysis of pre-verbal vocalizations of 18-month old toddlers. ICASSP 2013: 7567-7571 - [c3]Tiago H. Falk, Stefano Cosentino, João Felipe Santos, David Suelzle, Vijay Parsa:
Non-intrusive objective speech quality and intelligibility prediction for hearing instruments in complex listening environments. ICASSP 2013: 7820-7824 - 2012
- [c2]João Felipe Santos, Stefano Cosentino, Oldooz Hazrati, Philipos C. Loizou, Tiago H. Falk:
Performance Comparison of Intrusive Objective Speech Intelligibility and Quality Metrics for Cochlear Implant Users. INTERSPEECH 2012: 1724-1727 - 2011
- [j1]Antônio Augusto Fröhlich, Giovani Gracioli, João Felipe Santos:
Periodic timers revisited: The real-time embedded system perspective. Comput. Electr. Eng. 37(3): 365-375 (2011)
2000 – 2009
- 2007
- [c1]Fábio Favarim, Joni da Silva Fraga, Lau Cheuk Lung, Miguel Correia, João Felipe Santos:
Exploiting Tuple Spaces to Provide Fault-Tolerant Scheduling on Computational Grids. ISORC 2007: 403-411
Coauthor Index
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