Samuele Cornell
Università Politecnica delle Marche
H-index: 15
Europe-Italy
Top articles of Samuele Cornell
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Resource-Efficient Separation Transformer | Luca Della Libera Cem Subakan Mirco Ravanelli Samuele Cornell Frédéric Lepoutre | 2024 | |
One Model to Rule Them All? Towards End-to-End Joint Speaker Diarization and Speech Recognition | Samuele Cornell Jee-weon Jung Shinji Watanabe Stefano Squartini | 2024/4/14 | |
A graph-based neural approach to linear sum assignment problems | International Journal of Neural Systems | Carlo Aironi Samuele Cornell Stefano Squartini | 2024 |
Low-latency speech separation guided diarization for telephone conversations | Giovanni Morrone Samuele Cornell Desh Raj Luca Serafini Enrico Zovato | 2023/1/9 | |
TF-GridNet: Making time-frequency domain models great again for monaural speaker separation | Zhong-Qiu Wang Samuele Cornell Shukjae Choi Younglo Lee Byeong-Yeol Kim | 2023/6/4 | |
Front-End Processing for Speech Applications with Deep Learning Techniques | Samuele Cornell | 2023/6/19 | |
A Score-aware Generative Approach for Music Signals Inpainting | Carlo Aironi Samuele Cornell Leonardo Gabrielli Stefano Squartini | 2023/10/26 | |
End-to-end integration of speech recognition, dereverberation, beamforming, and self-supervised learning representation | Yoshiki Masuyama Xuankai Chang Samuele Cornell Shinji Watanabe Nobutaka Ono | 2023/1/9 | |
An experimental review of speaker diarization methods with application to two-speaker conversational telephone speech recordings | Luca Serafini Samuele Cornell Giovanni Morrone Enrico Zovato Alessio Brutti | 2023/5/29 | |
Exploring self-attention mechanisms for speech separation | IEEE/ACM Transactions on Audio, Speech, and Language Processing | Cem Subakan Mirco Ravanelli Samuele Cornell Francois Grondin Mirko Bronzi | 2023 |
Exploring the Integration of Speech Separation and Recognition with Self-Supervised Learning Representation | Yoshiki Masuyama Xuankai Chang Wangyou Zhang Samuele Cornell Zhong-Qiu Wang | 2023/10/22 | |
Implicit acoustic echo cancellation for keyword spotting and device-directed speech detection | Samuele Cornell Thomas Balestri Thibaud Sénéchal | 2023/1/9 | |
End-to-End Integration of Speech Separation and Voice Activity Detection for Low-Latency Diarization of Telephone Conversations | arXiv preprint arXiv:2303.12002 | Giovanni Morrone Samuele Cornell Luca Serafini Enrico Zovato Alessio Brutti | 2023/3/21 |
Performance Above All? Energy Consumption vs. Performance, a Study on Sound Event Detection with Heterogeneous Data | Romain Serizel Samuele Cornell Nicolas Turpault | 2023/6/4 | |
A time-frequency generative adversarial based method for audio packet loss concealment | Carlo Aironi Samuele Cornell Luca Serafini Stefano Squartini | 2023/9/4 | |
Multi-channel target speaker extraction with refinement: The WAVLab submission to the second clarity enhancement challenge | arXiv preprint arXiv:2302.07928 | Samuele Cornell Zhong-Qiu Wang Yoshiki Masuyama Shinji Watanabe Manuel Pariente | 2023/2/15 |
Multi-channel speaker extraction with adversarial training: The WAVLAB submission to the clarity ICASSP 2023 grand challenge | Samuele Cornell Zhong-Qiu Wang Yoshiki Masuyama Shinji Watanabe Manuel Pariente | 2023/6/4 | |
TorchAudio 2.1: Advancing speech recognition, self-supervised learning, and audio processing components for PyTorch | ASRU | Jeff Hwang Moto Hira Caroline Chen Xiaohui Zhang Zhaoheng Ni | 2023/10/27 |
TF-GridNet: Integrating full-and sub-band modeling for speech separation | IEEE/ACM Transactions on Audio, Speech, and Language Processing | Zhong-Qiu Wang Samuele Cornell Shukjae Choi Younglo Lee Byeong-Yeol Kim | 2023/8/11 |
Check for updates Tackling the Linear Sum Assignment Problem with Graph Neural Networks | Applied Intelligence and Informatics: Second International Conference, AII 2022, Reggio Calabria, Italy, September 1–3, 2022, Proceedings | Carlo Aironi Samuele Cornell Stefano Squartini | 2023/2/1 |
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