Samuele Cornell

98 papers A 8B 2C 3Misc 12Journal 56Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An end-to-end integration of speech separation and recognition with self-supervised learning representation. Comput. Speech Lang. Yoshiki Masuyama, Xuankai Chang, Wangyou Zhang, Samuele Cornell, Zhong-Qiu Wang, Nobutaka Ono, Yanmin Qian, Shinji Watanabe
2026	J	`jnl`	ICASSP 2026 URGENT Speech Enhancement Challenge. CoRR Chenda Li, Wei Wang, Marvin Sach, Wangyou Zhang, Kohei Saijo, Samuele Cornell, Yihui Fu, Zhaoheng Ni, Tim Fingscheidt, Shinji Watanabe, Yanmin Qian
2026	J	`jnl`	Modeling Overlapped Speech with Shuffles. CoRR Matthew Wiesner, Samuele Cornell, Alexander Polok, Lucas Ondel Yang, Lukás Burget, Sanjeev Khudanpur
2026	J	`jnl`	Recent trends in distant conversational speech recognition: A review of CHiME-7 and 8 DASR challenges. Comput. Speech Lang. Samuele Cornell, Christoph Boeddeker, Taejin Park, He Huang, Desh Raj, Matthew Wiesner, Yoshiki Masuyama, Xuankai Chang, Zhongqiu Wang, Stefano Squartini, Paola García, Shinji Watanabe
2026	J	`jnl`	SE-DiCoW: Self-Enrolled Diarization-Conditioned Whisper. CoRR Alexander Polok, Dominik Klement, Samuele Cornell, Matthew Wiesner, Jan Cernocký, Sanjeev Khudanpur, Lukás Burget
2026	J	`jnl`	The CMU-AIST submission for the ICME 2025 Audio Encoder Challenge. CoRR Shikhar Bharadwaj, Samuele Cornell, Kwanghee Choi, Hye-jin Shim, Soham Deshmukh, Satoru Fukayama, Shinji Watanabe
2026	J	`jnl`	UrgentMOS: Unified Multi-Metric and Preference Learning for Robust Speech Quality Assessment. CoRR Wei Wang, Wangyou Zhang, Chenda Li, Jiahe Wang, Samuele Cornell, Marvin Sach, Kohei Saijo, Yihui Fu, Zhaoheng Ni, Bing Han, Xun Gong, Mengxiao Bi, Tim Fingscheidt, Shinji Watanabe, Yanmin Qian
2026	J	`jnl`	Who Spoke What When? Evaluating Spoken Language Models for Conversational ASR with Semantic and Overlap-Aware Metrics. CoRR Naohiro Tawara, Samuele Cornell, Alexander Polok, Marc Delcroix, Lukás Burget, Shinji Watanabe
2025	J	`jnl`	ARECHO: Autoregressive Evaluation via Chain-Based Hypothesis Optimization for Speech Multi-Metric Estimation. CoRR Jiatong Shi, Yifan Cheng, Bo-Hao Su, Hye-jin Shim, Jinchuan Tian, Samuele Cornell, Yiwen Zhao, Siddhant Arora, Shinji Watanabe
2025	J	`jnl`	CS-FLEURS: A Massively Multilingual and Code-Switched Speech Dataset. CoRR Brian Yan, Injy Hamed, Shuichiro Shimizu, Vasista Sai Lodagala, William Chen, Olga Iakovenko, Bashar Talafha, Amir Hussein, Alexander Polok, Kalvin Chang, Dominik Klement, Sara Althubaiti, Puyuan Peng, Matthew Wiesner, Thamar Solorio, Ahmed Ali, Sanjeev Khudanpur, Shinji Watanabe, Chih-Chen Chen, Zhen Wu, Karim Benharrak, Anuj Diwan, Samuele Cornell, Eunjung Yeo, Kwanghee Choi, Carlos Carvalho, Karen Rosero
2025	—	`conf`	ESPnet-SpeechLM: An Open Speech Language Model Toolkit. NAACL (System Demonstrations) Jinchuan Tian, Jiatong Shi, William Chen, Siddhant Arora, Yoshiki Masuyama, Takashi Maekaku, Yihan Wu, Junyi Peng, Shikhar Bharadwaj, Yiwen Zhao, Samuele Cornell, Yifan Peng, Xiang Yue, Chao-Han Huck Yang, Graham Neubig, Shinji Watanabe
2025	J	`jnl`	ESPnet-SpeechLM: An Open Speech Language Model Toolkit. CoRR Jinchuan Tian, Jiatong Shi, William Chen, Siddhant Arora, Yoshiki Masuyama, Takashi Maekaku, Yihan Wu, Junyi Peng, Shikhar Bharadwaj, Yiwen Zhao, Samuele Cornell, Yifan Peng, Xiang Yue, Chao-Han Huck Yang, Graham Neubig, Shinji Watanabe
2025	A	`conf`	Interspeech 2025 URGENT Speech Enhancement Challenge. INTERSPEECH Kohei Saijo, Wangyou Zhang, Samuele Cornell, Robin Scheibler, Chenda Li, Zhaoheng Ni, Anurag Kumar, Marvin Sach, Yihui Fu, Wei Wang, Tim Fingscheidt, Shinji Watanabe
2025	Misc	`conf`	Investigation of Spatial Self-Supervised Learning and Its Application to Target Speaker Speech Recognition. ICASSP Yoshiaki Bando, Samuele Cornell, Satoru Fukayama, Shinji Watanabe
2025	C	`conf`	Less is More: Data Curation Matters in Scaling Speech Enhancement. ASRU Chenda Li, Wangyou Zhang, Wei Wang, Robin Scheibler, Kohei Saijo, Samuele Cornell, Yihui Fu, Marvin Sach, Zhaoheng Ni, Anurag Kumar, Tim Fingscheidt, Shinji Watanabe, Yanmin Qian
2025	J	`jnl`	Less is More: Data Curation Matters in Scaling Speech Enhancement. CoRR Chenda Li, Wangyou Zhang, Wei Wang, Robin Scheibler, Kohei Saijo, Samuele Cornell, Yihui Fu, Marvin Sach, Zhaoheng Ni, Anurag Kumar, Tim Fingscheidt, Shinji Watanabe, Yanmin Qian
2025	A	`conf`	Lessons Learned from the URGENT 2024 Speech Enhancement Challenge. INTERSPEECH Wangyou Zhang, Kohei Saijo, Samuele Cornell, Robin Scheibler, Chenda Li, Zhaoheng Ni, Anurag Kumar, Marvin Sach, Wei Wang, Yihui Fu, Shinji Watanabe, Tim Fingscheidt, Yanmin Qian
2025	J	`jnl`	Lessons Learned from the URGENT 2024 Speech Enhancement Challenge. CoRR Wangyou Zhang, Kohei Saijo, Samuele Cornell, Robin Scheibler, Chenda Li, Zhaoheng Ni, Anurag Kumar, Marvin Sach, Wei Wang, Yihui Fu, Shinji Watanabe, Tim Fingscheidt, Yanmin Qian
2025	J	`jnl`	MAPSS: Manifold-based Assessment of Perceptual Source Separation. CoRR Amir Ivry, Samuele Cornell, Shinji Watanabe
2025	—	`conf`	OpenBEATs: A Fully Open-Source General-Purpose Audio Encoder. WASPAA Shikhar Bharadwaj, Samuele Cornell, Kwanghee Choi, Satoru Fukayama, Hye-jin Shim, Soham Deshmukh, Shinji Watanabe
2025	J	`jnl`	OpenBEATs: A Fully Open-Source General-Purpose Audio Encoder. CoRR Shikhar Bharadwaj, Samuele Cornell, Kwanghee Choi, Satoru Fukayama, Hye-jin Shim, Soham Deshmukh, Shinji Watanabe
2025	J	`jnl`	Recent Trends in Distant Conversational Speech Recognition: A Review of CHiME-7 and 8 DASR Challenges. CoRR Samuele Cornell, Christoph Boeddeker, Taejin Park, He Huang, Desh Raj, Matthew Wiesner, Yoshiki Masuyama, Xuankai Chang, Zhongqiu Wang, Stefano Squartini, Paola García, Shinji Watanabe
2025	A	`conf`	Scalable Spontaneous Speech Dataset (SSSD): Crowdsourcing Data Collection to Promote Dialogue Research. INTERSPEECH Zaid Sheikh, Shuichiro Shimizu, Siddhant Arora, Jiatong Shi, Samuele Cornell, Xinjian Li, Shinji Watanabe
2025	C	`conf`	URGENT-PK: Perceptually-Aligned Ranking Model Designed for Speech Enhancement Competition. ASRU Jiahe Wang, Chenda Li, Wei Wang, Wangyou Zhang, Samuele Cornell, Marvin Sach, Robin Scheibler, Kohei Saijo, Yihui Fu, Zhaoheng Ni, Anurag Kumar, Tim Fingscheidt, Shinji Watanabe, Yanmin Qian
2025	J	`jnl`	URGENT-PK: Perceptually-Aligned Ranking Model Designed for Speech Enhancement Competition. CoRR Jiahe Wang, Chenda Li, Wei Wang, Wangyou Zhang, Samuele Cornell, Marvin Sach, Robin Scheibler, Kohei Saijo, Yihui Fu, Zhaoheng Ni, Anurag Kumar, Tim Fingscheidt, Shinji Watanabe, Yanmin Qian
2024	J	`jnl`	A Graph-Based Neural Approach to Linear Sum Assignment Problems. Int. J. Neural Syst. Carlo Aironi, Samuele Cornell, Stefano Squartini
2024	J	`jnl`	DCASE 2024 Task 4: Sound Event Detection with Heterogeneous Data and Missing Labels. CoRR Samuele Cornell, Janek Ebbers, Constance Douwes, Irene Martín-Morató, Manu Harju, Annamaria Mesaros, Romain Serizel
2024	—	`conf`	Diffusion-Based Generative Modeling With Discriminative Guidance for Streamable Speech Enhancement. SLT Chenda Li, Samuele Cornell, Shinji Watanabe, Yanmin Qian
2024	J	`jnl`	Diffusion-based Generative Modeling with Discriminative Guidance for Streamable Speech Enhancement. CoRR Chenda Li, Samuele Cornell, Shinji Watanabe, Yanmin Qian
2024	—	`conf`	ESPnet-EZ: Python-Only ESPnet For Easy Fine-Tuning And Integration. SLT Masao Someki, Kwanghee Choi, Siddhant Arora, William Chen, Samuele Cornell, Jionghao Han, Yifan Peng, Jiatong Shi, Vaibhav Srivastav, Shinji Watanabe
2024	J	`jnl`	ESPnet-EZ: Python-only ESPnet for Easy Fine-tuning and Integration. CoRR Masao Someki, Kwanghee Choi, Siddhant Arora, William Chen, Samuele Cornell, Jionghao Han, Yifan Peng, Jiatong Shi, Vaibhav Srivastav, Shinji Watanabe
2024	J	`jnl`	End-to-end integration of speech separation and voice activity detection for low-latency diarization of telephone conversations. Speech Commun. Giovanni Morrone, Samuele Cornell, Luca Serafini, Enrico Zovato, Alessio Brutti, Stefano Squartini
2024	J	`jnl`	Generating Data with Text-to-Speech and Large-Language Models for Conversational Speech Recognition. CoRR Samuele Cornell, Jordan Darefsky, Zhiyao Duan, Shinji Watanabe
2024	Misc	`conf`	One Model to Rule Them All ? Towards End-to-End Joint Speaker Diarization and Speech Recognition. ICASSP Samuele Cornell, Jee-weon Jung, Shinji Watanabe, Stefano Squartini
2024	Misc	`conf`	Resource-Efficient Separation Transformer. ICASSP Luca Della Libera, Cem Subakan, Mirco Ravanelli, Samuele Cornell, Frédéric Lepoutre, François Grondin
2024	J	`jnl`	The CHiME-8 DASR Challenge for Generalizable and Array Agnostic Distant Automatic Speech Recognition and Diarization. CoRR Samuele Cornell, Taejin Park, Steve Huang, Christoph Böddeker, Xuankai Chang, Matthew Maciejewski, Matthew Wiesner, Paola García, Shinji Watanabe
2024	A	`conf`	URGENT Challenge: Universality, Robustness, and Generalizability For Speech Enhancement. INTERSPEECH Wangyou Zhang, Robin Scheibler, Kohei Saijo, Samuele Cornell, Chenda Li, Zhaoheng Ni, Jan Pirklbauer, Marvin Sach, Shinji Watanabe, Tim Fingscheidt, Yanmin Qian
2024	J	`jnl`	URGENT Challenge: Universality, Robustness, and Generalizability For Speech Enhancement. CoRR Wangyou Zhang, Robin Scheibler, Kohei Saijo, Samuele Cornell, Chenda Li, Zhaoheng Ni, Anurag Kumar, Jan Pirklbauer, Marvin Sach, Shinji Watanabe, Tim Fingscheidt, Yanmin Qian
2023	—	`conf`	A Score-aware Generative Approach for Music Signals Inpainting. IS2 Carlo Aironi, Samuele Cornell, Leonardo Gabrielli, Stefano Squartini
2023	—	`conf`	A Time-Frequency Generative Adversarial Based Method for Audio Packet Loss Concealment. EUSIPCO Carlo Aironi, Samuele Cornell, Luca Serafini, Stefano Squartini
2023	J	`jnl`	An Experimental Review of Speaker Diarization methods with application to Two-Speaker Conversational Telephone Speech recordings. CoRR Luca Serafini, Samuele Cornell, Giovanni Morrone, Enrico Zovato, Alessio Brutti, Stefano Squartini
2023	J	`jnl`	An experimental review of speaker diarization methods with application to two-speaker conversational telephone speech recordings. Comput. Speech Lang. Luca Serafini, Samuele Cornell, Giovanni Morrone, Enrico Zovato, Alessio Brutti, Stefano Squartini
2023	J	`jnl`	End-to-End Integration of Speech Separation and Voice Activity Detection for Low-Latency Diarization of Telephone Conversations. CoRR Giovanni Morrone, Samuele Cornell, Luca Serafini, Enrico Zovato, Alessio Brutti, Stefano Squartini
2023	J	`jnl`	Exploring Self-Attention Mechanisms for Speech Separation. IEEE ACM Trans. Audio Speech Lang. Process. Cem Subakan, Mirco Ravanelli, Samuele Cornell, François Grondin, Mirko Bronzi
2023	—	`conf`	Exploring the Integration of Speech Separation and Recognition with Self-Supervised Learning Representation. WASPAA Yoshiki Masuyama, Xuankai Chang, Wangyou Zhang, Samuele Cornell, Zhong-Qiu Wang, Nobutaka Ono, Yanmin Qian, Shinji Watanabe
2023	J	`jnl`	Exploring the Integration of Speech Separation and Recognition with Self-Supervised Learning Representation. CoRR Yoshiki Masuyama, Xuankai Chang, Wangyou Zhang, Samuele Cornell, Zhong-Qiu Wang, Nobutaka Ono, Yanmin Qian, Shinji Watanabe
2023	Misc	`conf`	FNeural Speech Enhancement with Very Low Algorithmic Latency and Complexity via Integrated full- and sub-band Modeling. ICASSP Zhong-Qiu Wang, Samuele Cornell, Shukjae Choi, Younglo Lee, Byeong-Yeol Kim, Shinji Watanabe
2023	Misc	`conf`	Multi-Channel Speaker Extraction with Adversarial Training: The Wavlab Submission to The Clarity ICASSP 2023 Grand Challenge. ICASSP Samuele Cornell, Zhong-Qiu Wang, Yoshiki Masuyama, Shinji Watanabe, Manuel Pariente, Nobutaka Ono, Stefano Squartini
2023	J	`jnl`	Multi-Channel Target Speaker Extraction with Refinement: The WavLab Submission to the Second Clarity Enhancement Challenge. CoRR Samuele Cornell, Zhong-Qiu Wang, Yoshiki Masuyama, Shinji Watanabe, Manuel Pariente, Nobutaka Ono
2023	J	`jnl`	Neural Speech Enhancement with Very Low Algorithmic Latency and Complexity via Integrated Full- and Sub-Band Modeling. CoRR Zhong-Qiu Wang, Samuele Cornell, Shukjae Choi, Younglo Lee, Byeong-Yeol Kim, Shinji Watanabe
2023	J	`jnl`	One model to rule them all ? Towards End-to-End Joint Speaker Diarization and Speech Recognition. CoRR Samuele Cornell, Jee-weon Jung, Shinji Watanabe, Stefano Squartini
2023	Misc	`conf`	Performance Above All? Energy Consumption vs. Performance, a Study on Sound Event Detection with Heterogeneous Data. ICASSP Romain Serizel, Samuele Cornell, Nicolas Turpault
2023	J	`jnl`	Software Design and User Interface of ESPnet-SE++: Speech Enhancement for Robust Speech Processing. J. Open Source Softw. Yen-Ju Lu, Xuankai Chang, Chenda Li, Wangyou Zhang, Samuele Cornell, Zhaoheng Ni, Yoshiki Masuyama, Brian Yan, Robin Scheibler, Zhong-Qiu Wang, Yu Tsao, Yanmin Qian, Shinji Watanabe
2023	Misc	`conf`	TF-GRIDNET: Making Time-Frequency Domain Models Great Again for Monaural Speaker Separation. ICASSP Zhong-Qiu Wang, Samuele Cornell, Shukjae Choi, Younglo Lee, Byeong-Yeol Kim, Shinji Watanabe
2023	J	`jnl`	TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech Separation. IEEE ACM Trans. Audio Speech Lang. Process. Zhong-Qiu Wang, Samuele Cornell, Shukjae Choi, Younglo Lee, Byeong-Yeol Kim, Shinji Watanabe
2023	J	`jnl`	The CHiME-7 DASR Challenge: Distant Meeting Transcription with Multiple Devices in Diverse Scenarios. CoRR Samuele Cornell, Matthew Wiesner, Shinji Watanabe, Desh Raj, Xuankai Chang, Paola García, Yoshiki Masuyama, Zhong-Qiu Wang, Stefano Squartini, Sanjeev Khudanpur
2023	J	`jnl`	TorchAudio 2.1: Advancing speech recognition, self-supervised learning, and audio processing components for PyTorch. CoRR Jeff Hwang, Moto Hira, Caroline Chen, Xiaohui Zhang, Zhaoheng Ni, Guangzhi Sun, Pingchuan Ma, Ruizhe Huang, Vineel Pratap, Yuekai Zhang, Anurag Kumar, Chin-Yun Yu, Chuang Zhu, Chunxi Liu, Jacob Kahn, Mirco Ravanelli, Peng Sun, Shinji Watanabe, Yangyang Shi, Yumeng Tao, Robin Scheibler, Samuele Cornell, Sean Kim, Stavros Petridis
2022	—	`conf`	Description and Analysis of Novelties Introduced in DCASE Task 4 2022 on the Baseline System. DCASE Francesca Ronchini, Samuele Cornell, Romain Serizel, Nicolas Turpault, Eduardo Fonseca, Daniel P. W. Ellis
2022	J	`jnl`	Description and analysis of novelties introduced in DCASE Task 4 2022 on the baseline system. CoRR Francesca Ronchini, Samuele Cornell, Romain Serizel, Nicolas Turpault, Eduardo Fonseca, Daniel P. W. Ellis
2022	A	`conf`	ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding. INTERSPEECH Yen-Ju Lu, Xuankai Chang, Chenda Li, Wangyou Zhang, Samuele Cornell, Zhaoheng Ni, Yoshiki Masuyama, Brian Yan, Robin Scheibler, Zhong-Qiu Wang, Yu Tsao, Yanmin Qian, Shinji Watanabe
2022	J	`jnl`	ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding. CoRR Yen-Ju Lu, Xuankai Chang, Chenda Li, Wangyou Zhang, Samuele Cornell, Zhaoheng Ni, Yoshiki Masuyama, Brian Yan, Robin Scheibler, Zhong-Qiu Wang, Yu Tsao, Yanmin Qian, Shinji Watanabe
2022	—	`conf`	End-to-End Integration of Speech Recognition, Dereverberation, Beamforming, and Self-Supervised Learning Representation. SLT Yoshiki Masuyama, Xuankai Chang, Samuele Cornell, Shinji Watanabe, Nobutaka Ono
2022	J	`jnl`	End-to-End Integration of Speech Recognition, Dereverberation, Beamforming, and Self-Supervised Learning Representation. CoRR Yoshiki Masuyama, Xuankai Chang, Samuele Cornell, Shinji Watanabe, Nobutaka Ono
2022	—	`conf`	Graph Node Embeddings for ontology-aware Sound Event Classification: an evaluation study. EUSIPCO Carlo Aironi, Samuele Cornell, Emanuele Principi, Stefano Squartini
2022	—	`conf`	Implicit Acoustic Echo Cancellation for Keyword Spotting and Device-Directed Speech Detection. SLT Samuele Cornell, Thomas Balestri, Thibaud Sénéchal
2022	Misc	`conf`	Learning Filterbanks for End-to-End Acoustic Beamforming. ICASSP Samuele Cornell, Manuel Pariente, François Grondin, Stefano Squartini
2022	—	`conf`	Low-Latency Speech Separation Guided Diarization for Telephone Conversations. SLT Giovanni Morrone, Samuele Cornell, Desh Raj, Luca Serafini, Enrico Zovato, Alessio Brutti, Stefano Squartini
2022	J	`jnl`	On Using Transformers for Speech-Separation. CoRR Cem Subakan, Mirco Ravanelli, Samuele Cornell, François Grondin, Mirko Bronzi
2022	J	`jnl`	Overlapped Speech Detection and speaker counting using distant microphone arrays. Comput. Speech Lang. Samuele Cornell, Maurizio Omologo, Stefano Squartini, Emmanuel Vincent
2022	Misc	`conf`	Real-M: Towards Speech Separation on Real Mixtures. ICASSP Cem Subakan, Mirco Ravanelli, Samuele Cornell, François Grondin
2022	J	`jnl`	Resource-Efficient Separation Transformer. CoRR Cem Subakan, Mirco Ravanelli, Samuele Cornell, Frédéric Lepoutre, François Grondin
2022	J	`jnl`	TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech Separation. CoRR Zhong-Qiu Wang, Samuele Cornell, Shukjae Choi, Younglo Lee, Byeong-Yeol Kim, Shinji Watanabe
2022	J	`jnl`	TF-GridNet: Making Time-Frequency Domain Models Great Again for Monaural Speaker Separation. CoRR Zhong-Qiu Wang, Samuele Cornell, Shukjae Choi, Younglo Lee, Byeong-Yeol Kim, Shinji Watanabe
2022	—	`conf`	Tackling the Linear Sum Assignment Problem with Graph Neural Networks. AII Carlo Aironi, Samuele Cornell, Stefano Squartini
2022	Misc	`conf`	Towards Low-Distortion Multi-Channel Speech Enhancement: The ESPNET-Se Submission to the L3DAS22 Challenge. ICASSP Yen-Ju Lu, Samuele Cornell, Xuankai Chang, Wangyou Zhang, Chenda Li, Zhaoheng Ni, Zhong-Qiu Wang, Shinji Watanabe
2022	J	`jnl`	Towards Low-distortion Multi-channel Speech Enhancement: The ESPNet-SE Submission to The L3DAS22 Challenge. CoRR Yen-Ju Lu, Samuele Cornell, Xuankai Chang, Wangyou Zhang, Chenda Li, Zhaoheng Ni, Zhong-Qiu Wang, Shinji Watanabe
2021	Misc	`conf`	Attention Is All You Need In Speech Separation. ICASSP Cem Subakan, Mirco Ravanelli, Samuele Cornell, Mirko Bronzi, Jianyuan Zhong
2021	—	`conf`	Graph-based Representation of Audio signals for Sound Event Classification. EUSIPCO Carlo Aironi, Samuele Cornell, Emanuele Principi, Stefano Squartini
2021	J	`jnl`	Implicit Acoustic Echo Cancellation for Keyword Spotting and Device-Directed Speech Detection. CoRR Samuele Cornell, Thomas Balestri, Thibaud Sénéchal
2021	J	`jnl`	Learning Filterbanks for End-to-End Acoustic Beamforming. CoRR Samuele Cornell, Manuel Pariente, François Grondin, Stefano Squartini
2021	A	`conf`	Learning to Rank Microphones for Distant Speech Recognition. Interspeech Samuele Cornell, Alessio Brutti, Marco Matassoni, Stefano Squartini
2021	J	`jnl`	Learning to Rank Microphones for Distant Speech Recognition. CoRR Samuele Cornell, Alessio Brutti, Marco Matassoni, Stefano Squartini
2021	J	`jnl`	REAL-M: Towards Speech Separation on Real Mixtures. CoRR Cem Subakan, Mirco Ravanelli, Samuele Cornell, François Grondin
2021	J	`jnl`	SpeechBrain: A General-Purpose Speech Toolkit. CoRR Mirco Ravanelli, Titouan Parcollet, Peter Plantinga, Aku Rouhe, Samuele Cornell, Loren Lugosch, Cem Subakan, Nauman Dawalatabad, Abdelwahab Heba, Jianyuan Zhong, Ju-Chieh Chou, Sung-Lin Yeh, Szu-Wei Fu, Chien-Feng Liao, Elena Rastorgueva, François Grondin, William Aris, Hwidong Na, Yan Gao, Renato De Mori, Yoshua Bengio
2021	—	`conf`	The Impact of Non-Target Events in Synthetic Soundscapes for Sound Event Detection. DCASE Francesca Ronchini, Romain Serizel, Nicolas Turpault, Samuele Cornell
2021	J	`jnl`	The impact of non-target events in synthetic soundscapes for sound event detection. CoRR Francesca Ronchini, Romain Serizel, Nicolas Turpault, Samuele Cornell
2020	B	`conf`	A Novel Adversarial Training Scheme for Deep Neural Network based Speech Enhancement. IJCNN Samuele Cornell, Emanuele Principi, Stefano Squartini
2020	A	`conf`	Asteroid: The PyTorch-Based Audio Source Separation Toolkit for Researchers. INTERSPEECH Manuel Pariente, Samuele Cornell, Joris Cosentino, Sunit Sivasankaran, Efthymios Tzinis, Jens Heitkaemper, Michel Olvera, Fabian-Robert Stöter, Mathieu Hu, Juan M. Martín-Doñas, David Ditter, Ariel Frank, Antoine Deleforge, Emmanuel Vincent
2020	J	`jnl`	Asteroid: the PyTorch-based audio source separation toolkit for researchers. CoRR Manuel Pariente, Samuele Cornell, Joris Cosentino, Sunit Sivasankaran, Efthymios Tzinis, Jens Heitkaemper, Michel Olvera, Fabian-Robert Stöter, Mathieu Hu, Juan M. Martín-Doñas, David Ditter, Ariel Frank, Antoine Deleforge, Emmanuel Vincent
2020	J	`jnl`	Attention is All You Need in Speech Separation. CoRR Cem Subakan, Mirco Ravanelli, Samuele Cornell, Mirko Bronzi, Jianyuan Zhong
2020	A	`conf`	Detecting and Counting Overlapping Speakers in Distant Speech Scenarios. INTERSPEECH Samuele Cornell, Maurizio Omologo, Stefano Squartini, Emmanuel Vincent
2020	—	`conf`	Domain-Adversarial Training and Trainable Parallel Front-End for the DCASE 2020 Task 4 Sound Event Detection Challenge. DCASE Samuele Cornell, Michel Olvera, Manuel Pariente, Giovanni Pepe, Emanuele Principi, Leonardo Gabrielli, Stefano Squartini
2020	Misc	`conf`	Filterbank Design for End-to-end Speech Separation. ICASSP Manuel Pariente, Samuele Cornell, Antoine Deleforge, Emmanuel Vincent
2020	—	`conf`	Task-Aware Separation for the DCASE 2020 Task 4 Sound Event Detection and Separation Challenge. DCASE Samuele Cornell, Michel Olvera, Manuel Pariente, Giovanni Pepe, Emanuele Principi, Leonardo Gabrielli, Stefano Squartini
2020	B	`conf`	Who Cried When: Infant Cry Diarization with Dilated Fully-Convolutional Neural Networks. IJCNN Marco Severini, Emanuele Principi, Samuele Cornell, Leonardo Gabrielli, Stefano Squartini
2019	C	`conf`	A Multiband Structure based on Hammerstein Model for Nonlinear Audio System Identification. ISPA Alessandro Terenzi, Valeria Bruschi, Samuele Cornell, Andrea Castellani, Stefania Cecchi
2019	J	`jnl`	Filterbank design for end-to-end speech separation. CoRR Manuel Pariente, Samuele Cornell, Antoine Deleforge, Emmanuel Vincent
2019	J	`jnl`	The Speed Submission to DIHARD II: Contributions & Lessons Learned. CoRR Md. Sahidullah, Jose Patino, Samuele Cornell, Ruiqing Yin, Sunit Sivasankaran, Hervé Bredin, Pavel Korshunov, Alessio Brutti, Romain Serizel, Emmanuel Vincent, Nicholas W. D. Evans, Sébastien Marcel, Stefano Squartini, Claude Barras