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Samuele Cornell

Observed names: CORNELL, SAMUELE, Cornell, Samuele, S. Cornell
ORCID: 0000-0002-5358-1844
Observed ORCID: 0000-0002-5358-1844
OpenAlex ID: A5047682990
Attention Is All You Need In Speech Separation
2021 · Cem Subakan, Mirco Ravanelli, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 695
SpeechBrain: A General-Purpose Speech Toolkit
2021 · Ravanelli, Mirco, Parcollet, Titouan, et al. · arXiv (Cornell University) · 505
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LibriMix: An Open-Source Dataset for Generalizable Speech Separation
2020 · Cosentino, Joris, Pariente, Manuel, et al. · arXiv (Cornell University) · 216
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TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech Separation
2023 · Zhong-Qiu Wang, Samuele Cornell, et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 205
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Asteroid: The PyTorch-Based Audio Source Separation Toolkit for Researchers
2020 · Manuel Pariente, Samuele Cornell, et al. · Interspeech (USB) · 157
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TF-GRIDNET: Making Time-Frequency Domain Models Great Again for Monaural Speaker Separation
2023 · Zhong-Qiu Wang, Samuele Cornell, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 114
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Filterbank Design for End-to-end Speech Separation
2020 · Manuel Pariente, Samuele Cornell, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 72
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The CHiME-7 DASR Challenge: Distant Meeting Transcription with Multiple Devices in Diverse Scenarios
2023 · Samuele Cornell, Matthew S. Wiesner, et al. · International Workshop on Speech Processing in Everyday Environments (CHiME) · 58
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Exploring Self-Attention Mechanisms for Speech Separation
2023 · Cem Subakan, Mirco Ravanelli, et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 49
URGENT Challenge: Universality, Robustness, and Generalizability For Speech Enhancement
2024 · Wangyou Zhang, Robin Scheibler, et al. · Interspeech (USB) · 31
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ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding
2022 · Yen-Ju Lu, Xuankai Chang, et al. · Interspeech (USB) · 29
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Detecting and Counting Overlapping Speakers in Distant Speech Scenarios
2020 · Samuele Cornell, Maurizio Omologo, et al. · Interspeech (USB) · 29
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Towards Low-Distortion Multi-Channel Speech Enhancement: The ESPNET-Se Submission to the L3DAS22 Challenge
2022 · Yen-Ju Lu, Samuele Cornell, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 28
One Model to Rule Them All ? Towards End-to-End Joint Speaker Diarization and Speech Recognition
2024 · Samuele Cornell, Jee-Weon Jung, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 22
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Resource-Efficient Separation Transformer
2024 · Luca Della Libera, Cem Subakan, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 22
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Overlapped Speech Detection and speaker counting using distant microphone arrays
2021 · Samuele Cornell, Maurizio Omologo, et al. · Computer Speech & Language · 22
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The CHiME-8 DASR Challenge for Generalizable and Array Agnostic Distant Automatic Speech Recognition and Diarization
2024 · Samuele Cornell, Tae Jin Park, et al. · International Workshop on Speech Processing in Everyday Environments (CHiME) · 21
An experimental review of speaker diarization methods with application to two-speaker conversational telephone speech recordings
2023 · Luca Serafini, Samuele Cornell, et al. · Computer Speech & Language · 21
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End-to-End Integration of Speech Recognition, Dereverberation, Beamforming, and Self-Supervised Learning Representation
2023 · Yoshiki Masuyama, Xuankai Chang, et al. · IEEE Spoken Language Technology Workshop (SLT) · 20
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Real-M: Towards Speech Separation on Real Mixtures
2022 · Cem Subakan, Mirco Ravanelli, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 20
The impact of non-target events in synthetic soundscapes for sound event detection
2021 · Francesca Ronchini, Romain Serizel, et al. · 19
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Interspeech 2025 URGENT Speech Enhancement Challenge
2025 · Kohei Saijo, Wangyou Zhang, et al. · Interspeech (USB) · 18
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A Time-Frequency Generative Adversarial Based Method for Audio Packet Loss Concealment
2023 · Carlo Aironi, Samuele Cornell, et al. · European Signal Processing Conference (EUSIPCO) · 14
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FNeural Speech Enhancement with Very Low Algorithmic Latency and Complexity via Integrated full- and sub-band Modeling
2023 · Zhong-Qiu Wang, Samuele Cornell, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 13
Low-Latency Speech Separation Guided Diarization for Telephone Conversations
2023 · Giovanni Morrone, Samuele Cornell, et al. · IEEE Spoken Language Technology Workshop (SLT) · 13
Works count: 113
Citation count: 2,601
H-index: 20
I10-index: 31
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