Attention Is All You Need In Speech Separation
Subakan, Cem, Ravanelli, Mirco, Cornell, Samuele, Bronzi, Mirko, Zhong, Jianyuan
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.01.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.01.2021)
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Conference Proceeding
A Graph-Based Neural Approach to Linear Sum Assignment Problems
Aironi, Carlo, Cornell, Samuele, Squartini, Stefano
Published in International journal of neural systems (01.03.2024)
Published in International journal of neural systems (01.03.2024)
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Journal Article
Overlapped Speech Detection and speaker counting using distant microphone arrays
Cornell, Samuele, Omologo, Maurizio, Squartini, Stefano, Vincent, Emmanuel
Published in Computer speech & language (01.03.2022)
Published in Computer speech & language (01.03.2022)
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Journal Article
End-to-end integration of speech separation and voice activity detection for low-latency diarization of telephone conversations
Morrone, Giovanni, Cornell, Samuele, Serafini, Luca, Zovato, Enrico, Brutti, Alessio, Squartini, Stefano
Published in Speech communication (01.06.2024)
Published in Speech communication (01.06.2024)
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Journal Article
Performance Above All? Energy Consumption vs. Performance, a Study on Sound Event Detection with Heterogeneous Data
Serizel, Romain, Cornell, Samuele, Turpault, Nicolas
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
An experimental review of speaker diarization methods with application to two-speaker conversational telephone speech recordings
Serafini, Luca, Cornell, Samuele, Morrone, Giovanni, Zovato, Enrico, Brutti, Alessio, Squartini, Stefano
Published in Computer speech & language (01.07.2023)
Published in Computer speech & language (01.07.2023)
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Journal Article
One Model to Rule Them All ? Towards End-to-End Joint Speaker Diarization and Speech Recognition
Cornell, Samuele, Jung, Jee-Weon, Watanabe, Shinji, Squartini, Stefano
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
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Conference Proceeding
Real-M: Towards Speech Separation on Real Mixtures
Subakan, Cem, Ravanelli, Mirco, Cornell, Samuele, Grondin, Francois
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
TF-GRIDNET: Making Time-Frequency Domain Models Great Again for Monaural Speaker Separation
Wang, Zhong-Qiu, Cornell, Samuele, Choi, Shukjae, Lee, Younglo, Kim, Byeong-Yeol, Watanabe, Shinji
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Resource-Efficient Separation Transformer
Della Libera, Luca, Subakan, Cem, Ravanelli, Mirco, Cornell, Samuele, Lepoutre, Frederic, Grondin, Francois
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
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Conference Proceeding
FNeural Speech Enhancement with Very Low Algorithmic Latency and Complexity via Integrated full- and sub-band Modeling
Wang, Zhong-Qiu, Cornell, Samuele, Choi, Shukjae, Lee, Younglo, Kim, Byeong-Yeol, Watanabe, Shinji
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Towards Low-Distortion Multi-Channel Speech Enhancement: The ESPNET-Se Submission to the L3DAS22 Challenge
Lu, Yen-Ju, Cornell, Samuele, Chang, Xuankai, Zhang, Wangyou, Li, Chenda, Ni, Zhaoheng, Wang, Zhong-Qiu, Watanabe, Shinji
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
Multi-Channel Speaker Extraction with Adversarial Training: The Wavlab Submission to The Clarity ICASSP 2023 Grand Challenge
Cornell, Samuele, Wang, Zhong-Qiu, Masuyama, Yoshiki, Watanabe, Shinji, Pariente, Manuel, Ono, Nobutaka, Squartini, Stefano
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Exploring the Integration of Speech Separation and Recognition with Self-Supervised Learning Representation
Masuyama, Yoshiki, Chang, Xuankai, Zhang, Wangyou, Cornell, Samuele, Wang, Zhong-Qiu, Ono, Nobutaka, Qian, Yanmin, Watanabe, Shinji
Published in 2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (22.10.2023)
Published in 2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (22.10.2023)
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Conference Proceeding
Software Design and User Interface of ESPnet-SE++: Speech Enhancement for Robust Speech Processing
Lu, Yen-Ju, Chang, Xuankai, Li, Chenda, Zhang, Wangyou, Cornell, Samuele, Ni, Zhaoheng, Masuyama, Yoshiki, Yan, Brian, Scheibler, Robin, Wang, Zhong-Qiu, Tsao, Yu, Qian, Yanmin, Watanabe, Shinji
Published in Journal of open source software (20.11.2023)
Published in Journal of open source software (20.11.2023)
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Journal Article