Manthan Thakker

Senior Research Software Engineer

Publications

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- CoVoMix2: Advancing Zero-Shot Dialogue Generation with Fully Non-Autoregressive Flow Matching
  
  Leying Zhang, Yao Qian, Xiaofei Wang, Manthan Thakker, Dongmei Wang, Jianwei Yu, Haibin Wu, Yuxuan Hu, Jinyu Li, Yanmin Qian, Sheng Zhao
  
  NeurIPS 2025 | May 2025
  
  DOI
- Laugh Now Cry Later: Controlling Time-Varying Emotional States of Flow-Matching-Based Zero-Shot Text-to-Speech
  
  Haibin Wu, Xiaofei Wang, Sefik Emre Eskimez, Manthan Thakker, Daniel Tompkins, Chung-Hsien Tsai , Canrun Li, Zhen Xiao, Sheng Zhao , Jinyu Li, Naoyuki Kanda
  
  SLT Workshop | December 2024
  
  Publication
- An Investigation of Noise Robustness for Flow-Matching-Based Zero-Shot TTS
  
  Xiaofei Wang, Sefik Emre Eskimez, Manthan Thakker, Hemin Yang, Zirun Zhu, Min Tang, Yufei Xia, Jinzhu Li, sheng zhao , Jinyu Li, Naoyuki Kanda
  
  Interspeech 2024 | September 2024
  
  Publication
- Total-Duration-Aware Duration Modeling for Text-to-Speech Systems
  
  Sefik Emre Eskimez, Xiaofei Wang, Manthan Thakker, Chung-Hsien Tsai, Canrun Li, Zhen Xiao, Hemin Yang, Zirun Zhu, Min Tang, Jinyu Li, Sheng Zhao, Naoyuki Kanda
  
  Interspeech 2024 | September 2024
  
  Publication
- SpeechX: Neural Codec Language Model as a Versatile Speech Transformer
  
  Xiaofei Wang, Manthan Thakker, Zhuo Chen, Naoyuki Kanda, Sefik Emre Eskimez, Sanyuan Chen, Min Tang, Shujie Liu, Jinyu Li, Takuya Yoshioka
  
  August 2023
  
  Publication
- ICASSP 2023 Deep Noise Suppression Challenge
  
  Harishchandra Dubey, Vishak Gopal, Ross Cutler, Ashkan Aazami, Sergiy Matusevych, Sebastian Braun, Sefik Emre Eskimez, Manthan Thakker, Takuya Yoshioka, Hannes Gamper, Robert Aichner
  
  IEEE Open Journal of Signal Processing | March 2023, Vol 5: pp. 725-737
  
  DOI Publication Publication
- Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation
  
  Manthan Thakker, Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang
  
  Interspeech 2022 | September 2022
  
  Publication
- ICASSP 2022 Deep Noise Suppression Challenge
  
  Harishchandra Dubey, Vishak Gopal, Ross Cutler, Ashkan Aazami, Sergiy Matusevych, Sebastian Braun, Sefik Emre Eskimez, Manthan Thakker, Takuya Yoshioka, Hannes Gamper, Robert Aichner
  
  ICASSP | May 2022
  
  Publication Project

- CoVoMix2: Advancing Zero-Shot Dialogue Generation with Fully Non-Autoregressive Flow Matching
  
  Leying Zhang, Yao Qian, Xiaofei Wang, Manthan Thakker, Dongmei Wang, Jianwei Yu, Haibin Wu, Yuxuan Hu, Jinyu Li, Yanmin Qian, Sheng Zhao
  
  NeurIPS 2025 | May 2025
  
  DOI
- Total-Duration-Aware Duration Modeling for Text-to-Speech Systems
  
  Sefik Emre Eskimez, Xiaofei Wang, Manthan Thakker, Chung-Hsien Tsai, Canrun Li, Zhen Xiao, Hemin Yang, Zirun Zhu, Min Tang, Jinyu Li, Sheng Zhao, Naoyuki Kanda
  
  Interspeech 2024 | September 2024
  
  Publication
- SpeechX: Neural Codec Language Model as a Versatile Speech Transformer
  
  Xiaofei Wang, Manthan Thakker, Zhuo Chen, Naoyuki Kanda, Sefik Emre Eskimez, Sanyuan Chen, Min Tang, Shujie Liu, Jinyu Li, Takuya Yoshioka
  
  August 2023
  
  Publication
- CoVoMix2: Advancing Zero-Shot Dialogue Generation with Fully Non-Autoregressive Flow Matching
  
  Leying Zhang, Yao Qian, Xiaofei Wang, Manthan Thakker, Dongmei Wang, Jianwei Yu, Haibin Wu, Yuxuan Hu, Jinyu Li, Yanmin Qian, Sheng Zhao
  
  NeurIPS 2025 | May 2025
  
  DOI
- Total-Duration-Aware Duration Modeling for Text-to-Speech Systems
  
  Sefik Emre Eskimez, Xiaofei Wang, Manthan Thakker, Chung-Hsien Tsai, Canrun Li, Zhen Xiao, Hemin Yang, Zirun Zhu, Min Tang, Jinyu Li, Sheng Zhao, Naoyuki Kanda
  
  Interspeech 2024 | September 2024
  
  Publication
- SpeechX: Neural Codec Language Model as a Versatile Speech Transformer
  
  Xiaofei Wang, Manthan Thakker, Zhuo Chen, Naoyuki Kanda, Sefik Emre Eskimez, Sanyuan Chen, Min Tang, Shujie Liu, Jinyu Li, Takuya Yoshioka
  
  August 2023
  
  Publication
- ICASSP 2023 Deep Noise Suppression Challenge
  
  Harishchandra Dubey, Vishak Gopal, Ross Cutler, Ashkan Aazami, Sergiy Matusevych, Sebastian Braun, Sefik Emre Eskimez, Manthan Thakker, Takuya Yoshioka, Hannes Gamper, Robert Aichner
  
  IEEE Open Journal of Signal Processing | March 2023, Vol 5: pp. 725-737
  
  DOI Publication Publication
- Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation
  
  Manthan Thakker, Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang
  
  Interspeech 2022 | September 2022
  
  Publication
- ICASSP 2022 Deep Noise Suppression Challenge
  
  Harishchandra Dubey, Vishak Gopal, Ross Cutler, Ashkan Aazami, Sergiy Matusevych, Sebastian Braun, Sefik Emre Eskimez, Manthan Thakker, Takuya Yoshioka, Hannes Gamper, Robert Aichner
  
  ICASSP | May 2022
  
  Publication Project
- Laugh Now Cry Later: Controlling Time-Varying Emotional States of Flow-Matching-Based Zero-Shot Text-to-Speech
  
  Haibin Wu, Xiaofei Wang, Sefik Emre Eskimez, Manthan Thakker, Daniel Tompkins, Chung-Hsien Tsai , Canrun Li, Zhen Xiao, Sheng Zhao , Jinyu Li, Naoyuki Kanda
  
  SLT Workshop | December 2024
  
  Publication
- An Investigation of Noise Robustness for Flow-Matching-Based Zero-Shot TTS
  
  Xiaofei Wang, Sefik Emre Eskimez, Manthan Thakker, Hemin Yang, Zirun Zhu, Min Tang, Yufei Xia, Jinzhu Li, sheng zhao , Jinyu Li, Naoyuki Kanda
  
  Interspeech 2024 | September 2024
  
  Publication
- SpeechX: Neural Codec Language Model as a Versatile Speech Transformer
  
  Xiaofei Wang, Manthan Thakker, Zhuo Chen, Naoyuki Kanda, Sefik Emre Eskimez, Sanyuan Chen, Min Tang, Shujie Liu, Jinyu Li, Takuya Yoshioka
  
  August 2023
  
  Publication

- CoVoMix2: Advancing Zero-Shot Dialogue Generation with Fully Non-Autoregressive Flow Matching
  
  Leying Zhang, Yao Qian, Xiaofei Wang, Manthan Thakker, Dongmei Wang, Jianwei Yu, Haibin Wu, Yuxuan Hu, Jinyu Li, Yanmin Qian, Sheng Zhao
  
  NeurIPS 2025 | May 2025
  
  DOI
- Laugh Now Cry Later: Controlling Time-Varying Emotional States of Flow-Matching-Based Zero-Shot Text-to-Speech
  
  Haibin Wu, Xiaofei Wang, Sefik Emre Eskimez, Manthan Thakker, Daniel Tompkins, Chung-Hsien Tsai , Canrun Li, Zhen Xiao, Sheng Zhao , Jinyu Li, Naoyuki Kanda
  
  SLT Workshop | December 2024
  
  Publication
- An Investigation of Noise Robustness for Flow-Matching-Based Zero-Shot TTS
  
  Xiaofei Wang, Sefik Emre Eskimez, Manthan Thakker, Hemin Yang, Zirun Zhu, Min Tang, Yufei Xia, Jinzhu Li, sheng zhao , Jinyu Li, Naoyuki Kanda
  
  Interspeech 2024 | September 2024
  
  Publication
- Total-Duration-Aware Duration Modeling for Text-to-Speech Systems
  
  Sefik Emre Eskimez, Xiaofei Wang, Manthan Thakker, Chung-Hsien Tsai, Canrun Li, Zhen Xiao, Hemin Yang, Zirun Zhu, Min Tang, Jinyu Li, Sheng Zhao, Naoyuki Kanda
  
  Interspeech 2024 | September 2024
  
  Publication
- Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation
  
  Manthan Thakker, Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang
  
  Interspeech 2022 | September 2022
  
  Publication
- ICASSP 2022 Deep Noise Suppression Challenge
  
  Harishchandra Dubey, Vishak Gopal, Ross Cutler, Ashkan Aazami, Sergiy Matusevych, Sebastian Braun, Sefik Emre Eskimez, Manthan Thakker, Takuya Yoshioka, Hannes Gamper, Robert Aichner
  
  ICASSP | May 2022
  
  Publication Project
- SpeechX: Neural Codec Language Model as a Versatile Speech Transformer
  
  Xiaofei Wang, Manthan Thakker, Zhuo Chen, Naoyuki Kanda, Sefik Emre Eskimez, Sanyuan Chen, Min Tang, Shujie Liu, Jinyu Li, Takuya Yoshioka
  
  August 2023
  
  Publication
- ICASSP 2023 Deep Noise Suppression Challenge
  
  Harishchandra Dubey, Vishak Gopal, Ross Cutler, Ashkan Aazami, Sergiy Matusevych, Sebastian Braun, Sefik Emre Eskimez, Manthan Thakker, Takuya Yoshioka, Hannes Gamper, Robert Aichner
  
  IEEE Open Journal of Signal Processing | March 2023, Vol 5: pp. 725-737
  
  DOI Publication Publication

Manthan Thakker

Publications

CoVoMix2: Advancing Zero-Shot Dialogue Generation with Fully Non-Autoregressive Flow Matching

Laugh Now Cry Later: Controlling Time-Varying Emotional States of Flow-Matching-Based Zero-Shot Text-to-Speech

An Investigation of Noise Robustness for Flow-Matching-Based Zero-Shot TTS

Total-Duration-Aware Duration Modeling for Text-to-Speech Systems

SpeechX: Neural Codec Language Model as a Versatile Speech Transformer

ICASSP 2023 Deep Noise Suppression Challenge

Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation

ICASSP 2022 Deep Noise Suppression Challenge

CoVoMix2: Advancing Zero-Shot Dialogue Generation with Fully Non-Autoregressive Flow Matching

Total-Duration-Aware Duration Modeling for Text-to-Speech Systems

SpeechX: Neural Codec Language Model as a Versatile Speech Transformer

CoVoMix2: Advancing Zero-Shot Dialogue Generation with Fully Non-Autoregressive Flow Matching

Total-Duration-Aware Duration Modeling for Text-to-Speech Systems

SpeechX: Neural Codec Language Model as a Versatile Speech Transformer

ICASSP 2023 Deep Noise Suppression Challenge

Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation

ICASSP 2022 Deep Noise Suppression Challenge

Laugh Now Cry Later: Controlling Time-Varying Emotional States of Flow-Matching-Based Zero-Shot Text-to-Speech

An Investigation of Noise Robustness for Flow-Matching-Based Zero-Shot TTS

SpeechX: Neural Codec Language Model as a Versatile Speech Transformer

CoVoMix2: Advancing Zero-Shot Dialogue Generation with Fully Non-Autoregressive Flow Matching

Laugh Now Cry Later: Controlling Time-Varying Emotional States of Flow-Matching-Based Zero-Shot Text-to-Speech

An Investigation of Noise Robustness for Flow-Matching-Based Zero-Shot TTS

Total-Duration-Aware Duration Modeling for Text-to-Speech Systems

Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation

ICASSP 2022 Deep Noise Suppression Challenge

SpeechX: Neural Codec Language Model as a Versatile Speech Transformer

ICASSP 2023 Deep Noise Suppression Challenge