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Journal Articles
- 2023
[j1]Balázs Nagy
, István Hegedüs, Noémi Sándor, Balázs Egedi, Haaris Mehmood, Karthikeyan Saravanan, Gábor Lóki, Ákos Kiss:
Privacy-preserving Federated Learning and its application to natural language processing. Knowl. Based Syst. 268: 110475 (2023)
Conference and Workshop Papers
- 2023
- [c5]Md Asif Jalal, Pablo Peso Parada, George Pavlidis, Vasileios Moschopoulos, Karthikeyan Saravanan, Chrysovalantis-Giorgos Kontoulis, Jisi Zhang, Anastasios Drosou, Gil Ho Lee, Jungin Lee, Seokyeong Jung:
Locality Enhanced Dynamic Biasing and Sampling Strategies For Contextual ASR. ASRU 2023: 1-8 - [c4]Jisi Zhang, Vandana Rajan, Haaris Mehmood, David Tuckey, Pablo Peso Parada, Md Asif Jalal, Karthikeyan Saravanan, Gil Ho Lee, Jungin Lee, Seokyeong Jung:
Consistency Based Unsupervised Self-Training for ASR Personalisation. ASRU 2023: 1-8 - [c3]Md Asif Jalal, Pablo Peso Parada, Jisi Zhang, Mete Ozay, Karthikeyan Saravanan, Myoungji Han, Jungin Lee, Seokyeong Jung:
On-Device Speaker Anonymization of Acoustic Embeddings for ASR based on Flexible Location Gradient Reversal Layer. INTERSPEECH 2023: 780-784 - 2022
- [c2]Haaris Mehmood, Agnieszka Dobrowolska, Karthikeyan Saravanan, Mete Ozay:
FedNST: Federated Noisy Student Training for Automatic Speech Recognition. INTERSPEECH 2022: 1001-1005 - [c1]Pablo Peso Parada, Agnieszka Dobrowolska, Karthikeyan Saravanan, Mete Ozay:
pMCT: Patched Multi-Condition Training for Robust Speech Recognition. INTERSPEECH 2022: 3779-3783
Informal and Other Publications
- 2024
- [i7]Jisi Zhang, Vandana Rajan, Haaris Mehmood, David Tuckey, Pablo Peso Parada, Md Asif Jalal, Karthikeyan Saravanan, Gil Ho Lee, Jungin Lee, Seokyeong Jung:
Consistency Based Unsupervised Self-training For ASR Personalisation. CoRR abs/2401.12085 (2024) - [i6]Md Asif Jalal, Pablo Peso Parada, George Pavlidis, Vasileios Moschopoulos, Karthikeyan Saravanan, Chrysovalantis-Giorgos Kontoulis, Jisi Zhang, Anastasios Drosou, Gil Ho Lee, Jungin Lee, Seokyeong Jung:
Locality enhanced dynamic biasing and sampling strategies for contextual ASR. CoRR abs/2401.13146 (2024) - [i5]Jie Xu, Karthikeyan Saravanan, Rogier van Dalen, Haaris Mehmood, David Tuckey, Mete Ozay:
DP-DyLoRA: Fine-Tuning Transformer-Based Models On-Device under Differentially Private Federated Learning using Dynamic Low-Rank Adaptation. CoRR abs/2405.06368 (2024) - [i4]Vasileios Moschopoulos, Thanasis Kotsiopoulos, Pablo Peso Parada, Konstantinos Nikiforidis, Alexandros Stergiadis, Gerasimos Papakostas, Md Asif Jalal, Jisi Zhang, Anastasios Drosou, Karthikeyan Saravanan:
Exploring compressibility of transformer based text-to-music (TTM) models. CoRR abs/2406.17159 (2024) - 2023
- [i3]Md Asif Jalal, Pablo Peso Parada, Jisi Zhang, Karthikeyan Saravanan, Mete Ozay, Myoungji Han, Jungin Lee, Seokyeong Jung:
On-Device Speaker Anonymization of Acoustic Embeddings for ASR based onFlexible Location Gradient Reversal Layer. CoRR abs/2307.13343 (2023) - 2022
- [i2]Haaris Mehmood, Agnieszka Dobrowolska, Karthikeyan Saravanan, Mete Ozay:
FedNST: Federated Noisy Student Training for Automatic Speech Recognition. CoRR abs/2206.02797 (2022) - [i1]Pablo Peso Parada, Agnieszka Dobrowolska, Karthikeyan Saravanan, Mete Ozay:
pMCT: Patched Multi-Condition Training for Robust Speech Recognition. CoRR abs/2207.04949 (2022)
Coauthor Index
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