Publications

SpeechLMScore: Evaluating speech generation using speech language model

Published in In the proceedings of ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023

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Recommended citation: Soumi Maiti, Yifan Peng, Takaaki Saeki, Shinji Watanabe, "SpeechLMScore: Evaluating speech generation using speech language model." In the proceedings of ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023.

Reproducing Whisper-Style Training Using an Open-Source Toolkit and Publicly Available Data

Published in arXiv preprint arXiv:2309.13876, 2023

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Recommended citation: Yifan Peng, Jinchuan Tian, Brian Yan, Dan Berrebbi, Xuankai Chang, Xinjian Li, Jiatong Shi, Siddhant Arora, William Chen, Roshan Sharma, Wangyou Zhang, Yui Sudo, Muhammad Shakeel, Jee-weon Jung, Soumi Maiti, Shinji Watanabe, "Reproducing Whisper-Style Training Using an Open-Source Toolkit and Publicly Available Data." arXiv preprint arXiv:2309.13876, 2023.

Improving massively multilingual asr with auxiliary ctc objectives

Published in In the proceedings of ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023

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Recommended citation: William Chen, Brian Yan, Jiatong Shi, Yifan Peng, Soumi Maiti, Shinji Watanabe, "Improving massively multilingual asr with auxiliary ctc objectives." In the proceedings of ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023.

FindAdaptNet: Find and Insert Adapters by Learned Layer Importance

Published in In the proceedings of ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023

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Recommended citation: Junwei Huang, Karthik Ganesan, Soumi Maiti, Young Kim, Xuankai Chang, Paul Liang, Shinji Watanabe, "FindAdaptNet: Find and Insert Adapters by Learned Layer Importance." In the proceedings of ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023.

ESPnet-ST-v2: Multipurpose Spoken Language Translation Toolkit

Published in arXiv preprint arXiv:2304.04596, 2023

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Recommended citation: Brian Yan, Jiatong Shi, Yun Tang, Hirofumi Inaguma, Yifan Peng, Siddharth Dalmia, Peter Pol{\'a}k, Patrick Fernandes, Dan Berrebbi, Tomoki Hayashi, Xiaohui Zhang, Zhaoheng Ni, Moto Hira, Soumi Maiti, Juan Pino, Shinji Watanabe, "ESPnet-ST-v2: Multipurpose Spoken Language Translation Toolkit." arXiv preprint arXiv:2304.04596, 2023.

EEND-SS: Joint end-to-end neural speaker diarization and speech separation for flexible number of speakers

Published in In the proceedings of 2022 IEEE Spoken Language Technology Workshop (SLT), 2023

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Recommended citation: Soumi Maiti, Yushi Ueda, Shinji Watanabe, Chunlei Zhang, Meng Yu, Shi-Xiong Zhang, Yong Xu, "EEND-SS: Joint end-to-end neural speaker diarization and speech separation for flexible number of speakers." In the proceedings of 2022 IEEE Spoken Language Technology Workshop (SLT), 2023.

CMU’s IWSLT 2023 Simultaneous Speech Translation System

Published in In the proceedings of Proceedings of the 20th International Conference on Spoken Language Translation (IWSLT 2023), 2023

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Recommended citation: Brian Yan, Jiatong Shi, Soumi Maiti, William Chen, Xinjian Li, Yifan Peng, Siddhant Arora, Shinji Watanabe, "CMU’s IWSLT 2023 Simultaneous Speech Translation System." In the proceedings of Proceedings of the 20th International Conference on Spoken Language Translation (IWSLT 2023), 2023.

End-to-end diarization for variable number of speakers with local-global networks and discriminative speaker embeddings

Published in In the proceedings of ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021

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Recommended citation: Soumi Maiti, Hakan Erdogan, Kevin Wilson, Scott Wisdom, Shinji Watanabe, John Hershey, "End-to-end diarization for variable number of speakers with local-global networks and discriminative speaker embeddings." In the proceedings of ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021.

Speaker independence of neural vocoders and their effect on parametric resynthesis speech enhancement

Published in In the proceedings of ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020

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Recommended citation: Soumi Maiti, Michael Mandel, "Speaker independence of neural vocoders and their effect on parametric resynthesis speech enhancement." In the proceedings of ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020.

Generating multilingual voices using speaker space translation based on bilingual speaker data

Published in In the proceedings of ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020

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Recommended citation: Soumi Maiti, Erik Marchi, Alistair Conkie, "Generating multilingual voices using speaker space translation based on bilingual speaker data." In the proceedings of ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020.

Speech denoising by parametric resynthesis

Published in In the proceedings of ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019

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Recommended citation: Soumi Maiti, Michael Mandel, "Speech denoising by parametric resynthesis." In the proceedings of ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019.

Parametric resynthesis with neural vocoders

Published in In the proceedings of 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2019

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Recommended citation: Soumi Maiti, Michael Mandel, "Parametric resynthesis with neural vocoders." In the proceedings of 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2019.

Predicting interaction quality in customer service dialogs

Published in In the proceedings of Advanced Social Interaction with Agents: 8th International Workshop on Spoken Dialog Systems, 2018

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Recommended citation: Svetlana Stoyanchev, Soumi Maiti, Srinivas Bangalore, "Predicting interaction quality in customer service dialogs." In the proceedings of Advanced Social Interaction with Agents: 8th International Workshop on Spoken Dialog Systems, 2018.