Mirco Ravanelli

167 papers A* 5A 23B 1C 4Misc 11Journal 95Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bayesian Deep Learning for Remaining Useful Life Estimation via Stein Variational Gradient Descent. IEEE Trans Autom. Sci. Eng. Luca Della Libera, Jacopo Andreoli, Davide Dalle Pezze, Mirco Ravanelli, Gian Antonio Susto
2026	J	`jnl`	Beyond Fixed Frames: Dynamic Character-Aligned Speech Tokenization. CoRR Luca Della Libera, Cem Subakan, Mirco Ravanelli
2026	J	`jnl`	DASB - Discrete Audio and Speech Benchmark. Trans. Mach. Learn. Res. Pooneh Mousavi, Jarod Duret, Darius Petermann, Artem Ploujnikov, Luca Della Libera, Anastasia Kuznetsova, Cem Subakan, Mirco Ravanelli
2026	J	`jnl`	LL-SDR: Low-Latency Speech enhancement through Discrete Representations. CoRR Jingyi Li, Luca Della Libera, Mirco Ravanelli, Cem Subakan
2026	J	`jnl`	Listen First, Then Answer: Timestamp-Grounded Speech Reasoning. CoRR Jihoon Jeong, Pooneh Mousavi, Mirco Ravanelli, Cem Subakan
2026	J	`jnl`	Toward Faithful Explanations in Acoustic Anomaly Detection. CoRR Maab Elrashid, Anthony Deschênes, Cem Subakan, Mirco Ravanelli, Rémi Georges, Michael Morin
2026	J	`jnl`	WavSLM: Single-Stream Speech Language Modeling via WavLM Distillation. CoRR Luca Della Libera, Cem Subakan, Mirco Ravanelli
2025	J	`jnl`	A protocol for trustworthy EEG decoding with neural networks. Neural Networks Davide Borra, Elisa Magosso, Mirco Ravanelli
2025	J	`jnl`	ALAS: Measuring Latent Speech-Text Alignment For Spoken Language Understanding In Multimodal LLMs. CoRR Pooneh Mousavi, Yingzhi Wang, Mirco Ravanelli, Cem Subakan
2025	J	`jnl`	Audio Prototypical Network For Controllable Music Recommendation. CoRR Firat Öncel, Emiliano Penaloza, Haolun Wu, Shubham Gupta, Mirco Ravanelli, Laurent Charlin, Cem Subakan
2025	—	`conf`	Audio Prototypical Network for Controllable Music Recommendation. MLSP Firat Öncel, Emiliano Penaloza, Haolun Wu, Shubham Gupta, Mirco Ravanelli, Laurent Charlin, Cem Subakan
2025	J	`jnl`	Autoregressive Speech Enhancement via Acoustic Tokens. CoRR Luca Della Libera, Cem Subakan, Mirco Ravanelli
2025	A	`conf`	Calm-Whisper: Reduce Whisper Hallucination On Non-Speech By Calming Crazy Heads Down. INTERSPEECH Yingzhi Wang, Anas Alhmoud, Saad Alsahly, Muhammad Alqurishi, Mirco Ravanelli
2025	J	`jnl`	Calm-Whisper: Reduce Whisper Hallucination On Non-Speech By Calming Crazy Heads Down. CoRR Yingzhi Wang, Anas Alhmoud, Saad Alsahly, Muhammad Alqurishi, Mirco Ravanelli
2025	J	`jnl`	Comparison of Speech Tasks in Human Expert and Machine Detection of Parkinson's Disease. CoRR Peter Plantinga, Roozbeh Sattari, Karine Marcotte, Carla Di Gironimo, Madeleine Sharp, Liziane Bouvier, Maiya Geddes, Ingrid Verduyckt, Étienne de Villers-Sidani, Mirco Ravanelli, Denise Klein
2025	J	`jnl`	Discrete Audio Tokens: More Than a Survey! CoRR Pooneh Mousavi, Gallil Maimon, Adel Moumen, Darius Petermann, Jiatong Shi, Haibin Wu, Haici Yang, Anastasia Kuznetsova, Artem Ploujnikov, Ricard Marxer, Bhuvana Ramabhadran, Benjamin Elizalde, Loren Lugosch, Jinyu Li, Cem Subakan, Philip C. Woodland, Minje Kim, Hung-yi Lee, Shinji Watanabe, Yossi Adi, Mirco Ravanelli
2025	J	`jnl`	Discrete Audio Tokens: More Than a Survey! Trans. Mach. Learn. Res. Pooneh Mousavi, Gallil Maimon, Adel Moumen, Darius Petermann, Jiatong Shi, Haibin Wu, Haici Yang, Anastasia Kuznetsova, Artem Ploujnikov, Ricard Marxer, Bhuvana Ramabhadran, Benjamin Elizalde, Loren Lugosch, Jinyu Li, Cem Subakan, Philip C. Woodland, Minje Kim, Hung-yi Lee, Shinji Watanabe, Yossi Adi, Mirco Ravanelli
2025	—	`conf`	Does Language Matter for Early Detection of Parkinson's Disease from Speech? MLSP Peter Plantinga, Briac Cordelle, Dominique Louër, Mirco Ravanelli, Denise Klein
2025	J	`jnl`	Does Language Matter for Early Detection of Parkinson's Disease from Speech? CoRR Peter Plantinga, Briac Cordelle, Dominique Louër, Mirco Ravanelli, Denise Klein
2025	J	`jnl`	FocalCodec-Stream: Streaming Low-Bitrate Speech Coding via Causal Distillation. CoRR Luca Della Libera, Cem Subakan, Mirco Ravanelli
2025	J	`jnl`	FocalCodec: Low-Bitrate Speech Coding via Focal Modulation Networks. CoRR Luca Della Libera, Francesco Paissan, Cem Subakan, Mirco Ravanelli
2025	J	`jnl`	From Black Box to Biomarker: Sparse Autoencoders for Interpreting Speech Models of Parkinson's Disease. CoRR Peter Plantinga, Jen-Kai Chen, Roozbeh Sattari, Mirco Ravanelli, Denise Klein
2025	J	`jnl`	Generalization limits of Graph Neural Networks in identity effects learning. Neural Networks Giuseppe Alessio D'Inverno, Simone Brugiapaglia, Mirco Ravanelli
2025	J	`jnl`	Investigating Faithfulness in Large Audio Language Models. CoRR Lovenya Jain, Pooneh Mousavi, Mirco Ravanelli, Cem Subakan
2025	—	`conf`	Investigating the Effectiveness of Explainability Methods in Parkinson's Detection from Speech. ICASSP Workshops Eleonora Mancini, Francesco Paissan, Paolo Torroni, Mirco Ravanelli, Cem Subakan
2025	Misc	`conf`	LMAC-TD: Producing Time Domain Explanations for Audio Classifiers. ICASSP Eleonora Mancini, Francesco Paissan, Mirco Ravanelli, Cem Subakan
2025	A	`conf`	LiSTEN: Learning Soft Token Embeddings for Neural Audio LLMs. INTERSPEECH Pooneh Mousavi, Shubham Gupta, Cem Subakan, Mirco Ravanelli
2025	J	`jnl`	LiSTEN: Learning Soft Token Embeddings for Neural Audio LLMs. CoRR Pooneh Mousavi, Shubham Gupta, Cem Subakan, Mirco Ravanelli
2025	J	`jnl`	Speech self-supervised representations benchmarking: A case for larger probing heads. Comput. Speech Lang. Salah Zaiem, Youcef Kemiche, Titouan Parcollet, Slim Essid, Mirco Ravanelli
2025	J	`jnl`	Virtual Consistency for Audio Editing. CoRR Matthieu Cervera, Francesco Paissan, Mirco Ravanelli, Cem Subakan
2025	Misc	`conf`	What Are They Doing? Joint Audio-Speech Co-Reasoning. ICASSP Yingzhi Wang, Pooneh Mousavi, Artem Ploujnikov, Mirco Ravanelli
2024	A*	`conf`	Adaptation Odyssey in LLMs: Why Does Additional Pretraining Sometimes Fail to Improve? EMNLP Firat Öncel, Matthias Bethge, Beyza Ermis, Mirco Ravanelli, Cem Subakan, Çagatay Yildiz
2024	J	`jnl`	Adaptation Odyssey in LLMs: Why Does Additional Pretraining Sometimes Fail to Improve? CoRR Firat Öncel, Matthias Bethge, Beyza Ermis, Mirco Ravanelli, Cem Subakan, Çagatay Yildiz
2024	J	`jnl`	Are LLMs Robust for Spoken Dialogues? CoRR Seyed Mahed Mousavi, Gabriel Roccabruna, Simone Alghisi, Massimo Rizzoli, Mirco Ravanelli, Giuseppe Riccardi
2024	—	`ed.`	Artificial Neural Networks in Pattern Recognition - 11th IAPR TC3 Workshop, ANNPR 2024, Montreal, QC, Canada, October 10-12, 2024, Proceedings ANNPR Ching Yee Suen, Adam Krzyzak, Mirco Ravanelli, Edmondo Trentin, Cem Subakan, Nicola Nobile
2024	A	`conf`	Audio Editing with Non-Rigid Text Prompts. INTERSPEECH Francesco Paissan, Luca Della Libera, Zhepei Wang, Paris Smaragdis, Mirco Ravanelli, Cem Subakan
2024	J	`jnl`	Bayesian Deep Learning for Remaining Useful Life Estimation via Stein Variational Gradient Descent. CoRR Luca Della Libera, Jacopo Andreoli, Davide Dalle Pezze, Mirco Ravanelli, Gian Antonio Susto
2024	J	`jnl`	CL-MASR: A Continual Learning Benchmark for Multilingual ASR. IEEE ACM Trans. Audio Speech Lang. Process. Luca Della Libera, Pooneh Mousavi, Salah Zaiem, Cem Subakan, Mirco Ravanelli
2024	J	`jnl`	DASB - Discrete Audio and Speech Benchmark. CoRR Pooneh Mousavi, Luca Della Libera, Jarod Duret, Artem Ploujnikov, Cem Subakan, Mirco Ravanelli
2024	—	`conf`	Dynamic HumTrans: Humming Transcription Using CNNs and Dynamic Programming. ANNPR Shubham Gupta, Isaac Neri Gomez-Sarmiento, Faez Amjed Mezdari, Mirco Ravanelli, Cem Subakan
2024	J	`jnl`	Dynamic HumTrans: Humming Transcription Using CNNs and Dynamic Programming. CoRR Shubham Gupta, Isaac Neri Gomez-Sarmiento, Faez Amjed Mezdari, Mirco Ravanelli, Cem Subakan
2024	—	`conf`	Explaining Network Decision Provides Insights on the Causal Interaction Between Brain Regions in a Motor Imagery Task. ANNPR Davide Borra, Mirco Ravanelli
2024	—	`conf`	Focal Modulation Networks for Interpretable Sound Classification. ICASSP Workshops Luca Della Libera, Cem Subakan, Mirco Ravanelli
2024	J	`jnl`	Focal Modulation Networks for Interpretable Sound Classification. CoRR Luca Della Libera, Cem Subakan, Mirco Ravanelli
2024	A	`conf`	How Should We Extract Discrete Audio Tokens from Self-Supervised Models? INTERSPEECH Pooneh Mousavi, Jarod Duret, Salah Zaiem, Luca Della Libera, Artem Ploujnikov, Cem Subakan, Mirco Ravanelli
2024	J	`jnl`	How Should We Extract Discrete Audio Tokens from Self-Supervised Models? CoRR Pooneh Mousavi, Jarod Duret, Salah Zaiem, Luca Della Libera, Artem Ploujnikov, Cem Subakan, Mirco Ravanelli
2024	J	`jnl`	Investigating the Effectiveness of Explainability Methods in Parkinson's Detection from Speech. CoRR Eleonora Mancini, Francesco Paissan, Paolo Torroni, Mirco Ravanelli, Cem Subakan
2024	J	`jnl`	LMAC-TD: Producing Time Domain Explanations for Audio Classifiers. CoRR Eleonora Mancini, Francesco Paissan, Mirco Ravanelli, Cem Subakan
2024	A*	`conf`	Listenable Maps for Audio Classifiers. ICML Francesco Paissan, Mirco Ravanelli, Cem Subakan
2024	J	`jnl`	Listenable Maps for Audio Classifiers. CoRR Francesco Paissan, Mirco Ravanelli, Cem Subakan
2024	A*	`conf`	Listenable Maps for Zero-Shot Audio Classifiers. NeurIPS Francesco Paissan, Luca Della Libera, Mirco Ravanelli, Cem Subakan
2024	J	`jnl`	Listenable Maps for Zero-Shot Audio Classifiers. CoRR Francesco Paissan, Luca Della Libera, Mirco Ravanelli, Cem Subakan
2024	—	`conf`	Multi-modal Decoding of Reach-to-Grasping from EEG and EMG via Neural Networks. ANNPR Davide Borra, Matteo Fraternali, Mirco Ravanelli, Elisa Magosso
2024	J	`jnl`	Open-Source Conversational AI with SpeechBrain 1.0. CoRR Mirco Ravanelli, Titouan Parcollet, Adel Moumen, Sylvain de Langen, Cem Subakan, Peter Plantinga, Yingzhi Wang, Pooneh Mousavi, Luca Della Libera, Artem Ploujnikov, Francesco Paissan, Davide Borra, Salah Zaiem, Zeyu Zhao, Shucong Zhang, Georgios Karakasidis, Sung-Lin Yeh, Pierre Champion, Aku Rouhe, Rudolf Braun, Florian Mai, Juan Zuluaga-Gomez, Seyed Mahed Mousavi, Andreas Nautsch, Xuechen Liu, Sangeet Sagar, Jarod Duret, Salima Mdhaffar, Gaëlle Laperrière, Mickael Rouvier, Renato De Mori, Yannick Estève
2024	J	`jnl`	Open-Source Conversational AI with SpeechBrain 1.0. J. Mach. Learn. Res. Mirco Ravanelli, Titouan Parcollet, Adel Moumen, Sylvain de Langen, Cem Subakan, Peter Plantinga, Yingzhi Wang, Pooneh Mousavi, Luca Della Libera, Artem Ploujnikov, Francesco Paissan, Davide Borra, Salah Zaiem, Zeyu Zhao, Shucong Zhang, Georgios Karakasidis, Sung-Lin Yeh, Pierre Champion, Aku Rouhe, Rudolf Braun, Florian Mai, Juan Zuluaga-Gomez, Seyed Mahed Mousavi, Andreas Nautsch, Ha Nguyen, Xuechen Liu, Sangeet Sagar, Jarod Duret, Salima Mdhaffar, Gaëlle Laperrière, Mickael Rouvier, Renato De Mori, Yannick Estève
2024	—	`conf`	Parameter-Efficient Transfer Learning of Audio Spectrogram Transformers. MLSP Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti, Mirco Ravanelli
2024	A	`conf`	Phoneme Discretized Saliency Maps for Explainable Detection of AI-Generated Voice. INTERSPEECH Shubham Gupta, Mirco Ravanelli, Pascal Germain, Cem Subakan
2024	J	`jnl`	Phoneme Discretized Saliency Maps for Explainable Detection of AI-Generated Voice. CoRR Shubham Gupta, Mirco Ravanelli, Pascal Germain, Cem Subakan
2024	J	`jnl`	ProGRes: Prompted Generative Rescoring on ASR n-Best. CoRR Ada Defne Tur, Adel Moumen, Mirco Ravanelli
2024	—	`conf`	Progres: Prompted Generative Rescoring on ASR N-Best. SLT Ada Defne Tur, Adel Moumen, Mirco Ravanelli
2024	Misc	`conf`	Resource-Efficient Separation Transformer. ICASSP Luca Della Libera, Cem Subakan, Mirco Ravanelli, Samuele Cornell, Frédéric Lepoutre, François Grondin
2024	J	`jnl`	SKILL: Similarity-aware Knowledge distILLation for Speech Self-Supervised Learning. CoRR Luca Zampierin, Ghouthi Boukli Hacene, Bac Nguyen, Mirco Ravanelli
2024	—	`conf`	Skill: Similarity-Aware Knowledge Distillation for Speech Self-Supervised Learning. ICASSP Workshops Luca Zampierin, Ghouthi Boukli Hacene, Bac Nguyen, Mirco Ravanelli
2024	J	`jnl`	SpeechBrain-MOABB: An open-source Python library for benchmarking deep neural networks applied to EEG signals. Comput. Biol. Medicine Davide Borra, Francesco Paissan, Mirco Ravanelli
2024	—	`conf`	TARIC-SLU: A Tunisian Benchmark Dataset for Spoken Language Understanding. LREC/COLING Salima Mdhaffar, Fethi Bougares, Renato De Mori, Salah Zaiem, Mirco Ravanelli, Yannick Estève
2024	A*	`conf`	Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets. ICLR Dominique Beaini, Shenyang Huang, Joao Alex Cunha, Zhiyi Li, Gabriela Moisescu-Pareja, Oleksandr Dymov, Samuel Maddrell-Mander, Callum McLean, Frederik Wenkel, Luis Müller, Jama Hussein Mohamud, Ali Parviz, Michael Craig, Michal Koziarski, Jiarui Lu, Zhaocheng Zhu, Cristian Gabellini, Kerstin Klaser, Josef Dean, Cas Wognum, Maciej Sypetkowski, Guillaume Rabusseau, Reihaneh Rabbany, Jian Tang, Christopher Morris, Mirco Ravanelli, Guy Wolf, Prudencio Tossou, Hadrien Mary, Therence Bois, Andrew W. Fitzgibbon, Blazej Banaszewski, Chad Martin, Dominic Masters
2024	J	`jnl`	What Are They Doing? Joint Audio-Speech Co-Reasoning. CoRR Yingzhi Wang, Pooneh Mousavi, Artem Ploujnikov, Mirco Ravanelli
2023	—	`ed.`	Artificial Neural Networks in Pattern Recognition - 10th IAPR TC3 Workshop, ANNPR 2022, Dubai, United Arab Emirates, November 24-26, 2022, Proceedings ANNPR Neamat El Gayar, Edmondo Trentin, Mirco Ravanelli, Hazem Abbas
2023	J	`jnl`	Audio Editing with Non-Rigid Text Prompts. CoRR Francesco Paissan, Zhepei Wang, Mirco Ravanelli, Paris Smaragdis, Cem Subakan
2023	J	`jnl`	CL-MASR: A Continual Learning Benchmark for Multilingual ASR. CoRR Luca Della Libera, Pooneh Mousavi, Salah Zaiem, Cem Subakan, Mirco Ravanelli
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`	Fine-Tuning Strategies for Faster Inference Using Speech Self-Supervised Models: A Comparative Study. ICASSP Workshops Salah Zaiem, Robin Algayres, Titouan Parcollet, Slim Essid, Mirco Ravanelli
2023	J	`jnl`	Fine-tuning Strategies for Faster Inference using Speech Self-Supervised Models: A Comparative Study. CoRR Salah Zaiem, Robin Algayres, Titouan Parcollet, Slim Essid, Mirco Ravanelli
2023	J	`jnl`	Generalization Limits of Graph Neural Networks in Identity Effects Learning. CoRR Giuseppe Alessio D'Inverno, Simone Brugiapaglia, Mirco Ravanelli
2023	J	`jnl`	Posthoc Interpretation via Quantization. CoRR Cem Subakan, Francesco Paissan, Mirco Ravanelli
2023	J	`jnl`	RescueSpeech: A German Corpus for Speech Recognition in Search and Rescue Domain. CoRR Sangeet Sagar, Mirco Ravanelli, Bernd Kiefer, Ivana Kruijff-Korbayová, Josef van Genabith
2023	C	`conf`	Rescuespeech: A German Corpus for Speech Recognition in Search and Rescue Domain. ASRU Sangeet Sagar, Mirco Ravanelli, Bernd Kiefer, Ivana Kruijff-Korbayová, Josef van Genabith
2023	A*	`conf`	Simulated Annealing in Early Layers Leads to Better Generalization. CVPR AmirMohammad Sarfi, Zahra Karimpour, Muawiz Chaudhary, Nasir Mohammad Khalid, Mirco Ravanelli, Sudhir P. Mudur, Eugene Belilovsky
2023	J	`jnl`	Simulated Annealing in Early Layers Leads to Better Generalization. CoRR AmirMohammad Sarfi, Zahra Karimpour, Muawiz Chaudhary, Nasir Mohammad Khalid, Mirco Ravanelli, Sudhir P. Mudur, Eugene Belilovsky
2023	C	`conf`	Speech Emotion Diarization: Which Emotion Appears When? ASRU Yingzhi Wang, Mirco Ravanelli, Alya Yacoubi
2023	J	`jnl`	Speech Emotion Diarization: Which Emotion Appears When? CoRR Yingzhi Wang, Mirco Ravanelli, Alaa Nfissi, Alya Yacoubi
2023	A	`conf`	Speech Self-Supervised Representation Benchmarking: Are We Doing it Right? INTERSPEECH Salah Zaiem, Youcef Kemiche, Titouan Parcollet, Slim Essid, Mirco Ravanelli
2023	J	`jnl`	Speech Self-Supervised Representation Benchmarking: Are We Doing it Right? CoRR Salah Zaiem, Youcef Kemiche, Titouan Parcollet, Slim Essid, Mirco Ravanelli
2023	J	`jnl`	Speech Self-Supervised Representations Benchmarking: a Case for Larger Probing Heads. CoRR Salah Zaiem, Youcef Kemiche, Titouan Parcollet, Slim Essid, Mirco Ravanelli
2023	C	`conf`	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, 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
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
2023	J	`jnl`	Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets. CoRR Dominique Beaini, Shenyang Huang, Joao Alex Cunha, Zhiyi Li, Gabriela Moisescu-Pareja, Oleksandr Dymov, Samuel Maddrell-Mander, Callum McLean, Frederik Wenkel, Luis Müller, Jama Hussein Mohamud, Ali Parviz, Michael Craig, Michal Koziarski, Jiarui Lu, Zhaocheng Zhu, Cristian Gabellini, Kerstin Klaser, Josef Dean, Cas Wognum, Maciej Sypetkowski, Guillaume Rabusseau, Reihaneh Rabbany, Jian Tang, Christopher Morris, Ioannis Koutis, Mirco Ravanelli, Guy Wolf, Prudencio Tossou, Hadrien Mary, Therence Bois, Andrew W. Fitzgibbon, Blazej Banaszewski, Chad Martin, Dominic Masters
2022	J	`jnl`	Learning Representations for New Sound Classes With Continual Self-Supervised Learning. CoRR Zhepei Wang, Cem Subakan, Xilin Jiang, Junkai Wu, Efthymios Tzinis, Mirco Ravanelli, Paris Smaragdis
2022	J	`jnl`	Learning Representations for New Sound Classes With Continual Self-Supervised Learning. IEEE Signal Process. Lett. Zhepei Wang, Cem Subakan, Xilin Jiang, Junkai Wu, Efthymios Tzinis, Mirco Ravanelli, Paris Smaragdis
2022	Misc	`conf`	MetricGAN-U: Unsupervised Speech Enhancement/ Dereverberation Based Only on Noisy/ Reverberated Speech. ICASSP Szu-Wei Fu, Cheng Yu, Kuo-Hsuan Hung, Mirco Ravanelli, Yu Tsao
2022	A	`conf`	OSSEM: one-shot speaker adaptive speech enhancement using meta learning. INTERSPEECH Cheng Yu, Szu-Wei Fu, Tsun-An Hsieh, Yu Tsao, Mirco Ravanelli
2022	J	`jnl`	On Using Transformers for Speech-Separation. CoRR Cem Subakan, Mirco Ravanelli, Samuele Cornell, François Grondin, Mirko Bronzi
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	A	`conf`	SoundChoice: Grapheme-to-Phoneme Models with Semantic Disambiguation. INTERSPEECH Artem Ploujnikov, Mirco Ravanelli
2022	J	`jnl`	SoundChoice: Grapheme-to-Phoneme Models with Semantic Disambiguation. CoRR Artem Ploujnikov, Mirco Ravanelli
2021	Misc	`conf`	Attention Is All You Need In Speech Separation. ICASSP Cem Subakan, Mirco Ravanelli, Samuele Cornell, Mirko Bronzi, Jianyuan Zhong
2021	A	`conf`	ECAPA-TDNN Embeddings for Speaker Diarization. Interspeech Nauman Dawalatabad, Mirco Ravanelli, François Grondin, Jenthe Thienpondt, Brecht Desplanques, Hwidong Na
2021	—	`conf`	Interpretable SincNet-based Deep Learning for Emotion Recognition from EEG brain activity. EMBC Juan Manuel Mayor Torres, Mirco Ravanelli, Sara E. Medina-DeVilliers, Matthew D. Lerner, Giuseppe Riccardi
2021	J	`jnl`	Interpretable SincNet-based Deep Learning for Emotion Recognition from EEG brain activity. CoRR Juan Manuel Mayor Torres, Mirco Ravanelli, Sara E. Medina-DeVilliers, Matthew D. Lerner, Giuseppe Riccardi
2021	A	`conf`	MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement. Interspeech Szu-Wei Fu, Cheng Yu, Tsun-An Hsieh, Peter Plantinga, Mirco Ravanelli, Xugang Lu, Yu Tsao
2021	J	`jnl`	MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement. CoRR Szu-Wei Fu, Cheng Yu, Tsun-An Hsieh, Peter Plantinga, Mirco Ravanelli, Xugang Lu, Yu Tsao
2021	J	`jnl`	MetricGAN-U: Unsupervised speech enhancement/ dereverberation based only on noisy/ reverberated speech. CoRR Szu-Wei Fu, Cheng Yu, Kuo-Hsuan Hung, Mirco Ravanelli, Yu Tsao
2021	J	`jnl`	OSSEM: one-shot speaker adaptive speech enhancement using meta learning. CoRR Cheng Yu, Szu-Wei Fu, Tsun-An Hsieh, Yu Tsao, Mirco Ravanelli
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	A	`conf`	The Energy and Carbon Footprint of Training End-to-End Speech Recognizers. Interspeech Titouan Parcollet, Mirco Ravanelli
2021	—	`conf`	Timers and Such: A Practical Benchmark for Spoken Language Understanding with Numbers. NeurIPS Datasets and Benchmarks Loren Lugosch, Piyush Papreja, Mirco Ravanelli, Abdelwahab Heba, Titouan Parcollet
2021	J	`jnl`	Timers and Such: A Practical Benchmark for Spoken Language Understanding with Numbers. CoRR Loren Lugosch, Piyush Papreja, Mirco Ravanelli, Abdelwahab Heba, Titouan Parcollet
2021	J	`jnl`	Transformers with Competitive Ensembles of Independent Mechanisms. CoRR Alex Lamb, Di He, Anirudh Goyal, Guolin Ke, Chien-Feng Liao, Mirco Ravanelli, Yoshua Bengio
2020	J	`jnl`	Attention is All You Need in Speech Separation. CoRR Cem Subakan, Mirco Ravanelli, Samuele Cornell, Mirko Bronzi, Jianyuan Zhong
2020	J	`jnl`	BIRD: Big Impulse Response Dataset. CoRR François Grondin, Jean-Samuel Lauzon, Simon Michaud, Mirco Ravanelli, François Michaud
2020	Misc	`conf`	Multi-Task Self-Supervised Learning for Robust Speech Recognition. ICASSP Mirco Ravanelli, Jianyuan Zhong, Santiago Pascual, Pawel Swietojanski, João Monteiro, Jan Trmal, Yoshua Bengio
2020	J	`jnl`	Multi-task self-supervised learning for Robust Speech Recognition. CoRR Mirco Ravanelli, Jianyuan Zhong, Santiago Pascual, Pawel Swietojanski, João Monteiro, Jan Trmal, Yoshua Bengio
2020	A	`conf`	Quaternion Neural Networks for Multi-Channel Distant Speech Recognition. INTERSPEECH Xinchi Qiu, Titouan Parcollet, Mirco Ravanelli, Nicholas D. Lane, Mohamed Morchid
2020	J	`jnl`	Quaternion Neural Networks for Multi-channel Distant Speech Recognition. CoRR Xinchi Qiu, Titouan Parcollet, Mirco Ravanelli, Nicholas D. Lane, Mohamed Morchid
2020	—	`conf`	Towards Unsupervised Learning of Speech Representations. Odyssey Mirco Ravanelli
2020	Misc	`conf`	Using Speech Synthesis to Train End-To-End Spoken Language Understanding Models. ICASSP Loren Lugosch, Brett H. Meyer, Derek Nowrouzezahrai, Mirco Ravanelli
2019	A	`conf`	Learning Problem-Agnostic Speech Representations from Multiple Self-Supervised Tasks. INTERSPEECH Santiago Pascual, Mirco Ravanelli, Joan Serrà, Antonio Bonafonte, Yoshua Bengio
2019	J	`jnl`	Learning Problem-agnostic Speech Representations from Multiple Self-supervised Tasks. CoRR Santiago Pascual, Mirco Ravanelli, Joan Serrà, Antonio Bonafonte, Yoshua Bengio
2019	A	`conf`	Learning Speaker Representations with Mutual Information. INTERSPEECH Mirco Ravanelli, Yoshua Bengio
2019	—	`conf`	Quaternion Recurrent Neural Networks. ICLR (Poster) Titouan Parcollet, Mirco Ravanelli, Mohamed Morchid, Georges Linarès, Chiheb Trabelsi, Renato De Mori, Yoshua Bengio
2019	A	`conf`	Speech Model Pre-Training for End-to-End Spoken Language Understanding. INTERSPEECH Loren Lugosch, Mirco Ravanelli, Patrick Ignoto, Vikrant Singh Tomar, Yoshua Bengio
2019	J	`jnl`	Speech Model Pre-training for End-to-End Spoken Language Understanding. CoRR Loren Lugosch, Mirco Ravanelli, Patrick Ignoto, Vikrant Singh Tomar, Yoshua Bengio
2019	Misc	`conf`	The Pytorch-kaldi Speech Recognition Toolkit. ICASSP Mirco Ravanelli, Titouan Parcollet, Yoshua Bengio
2018	J	`jnl`	Automatic context window composition for distant speech recognition. CoRR Mirco Ravanelli, Maurizio Omologo
2018	J	`jnl`	Automatic context window composition for distant speech recognition. Speech Commun. Mirco Ravanelli, Maurizio Omologo
2018	J	`jnl`	Interpretable Convolutional Filters with SincNet. CoRR Mirco Ravanelli, Yoshua Bengio
2018	J	`jnl`	Learning Speaker Representations with Mutual Information. CoRR Mirco Ravanelli, Yoshua Bengio
2018	J	`jnl`	Light Gated Recurrent Units for Speech Recognition. CoRR Mirco Ravanelli, Philemon Brakel, Maurizio Omologo, Yoshua Bengio
2018	J	`jnl`	Light Gated Recurrent Units for Speech Recognition. IEEE Trans. Emerg. Top. Comput. Intell. Mirco Ravanelli, Philemon Brakel, Maurizio Omologo, Yoshua Bengio
2018	J	`jnl`	Quaternion Recurrent Neural Networks. CoRR Titouan Parcollet, Mirco Ravanelli, Mohamed Morchid, Georges Linarès, Chiheb Trabelsi, Renato De Mori, Yoshua Bengio
2018	—	`conf`	Speaker Recognition from Raw Waveform with SincNet. SLT Mirco Ravanelli, Yoshua Bengio
2018	J	`jnl`	Speaker Recognition from raw waveform with SincNet. CoRR Mirco Ravanelli, Yoshua Bengio
2018	J	`jnl`	Speech and Speaker Recognition from Raw Waveform with SincNet. CoRR Mirco Ravanelli, Yoshua Bengio
2018	J	`jnl`	Speech recognition with quaternion neural networks. CoRR Titouan Parcollet, Mirco Ravanelli, Mohamed Morchid, Georges Linarès, Renato De Mori
2018	J	`jnl`	The PyTorch-Kaldi Speech Recognition Toolkit. CoRR Mirco Ravanelli, Titouan Parcollet, Yoshua Bengio
2018	A	`conf`	Twin Regularization for Online Speech Recognition. INTERSPEECH Mirco Ravanelli, Dmitriy Serdyuk, Yoshua Bengio
2018	J	`jnl`	Twin Regularization for online speech recognition. CoRR Mirco Ravanelli, Dmitriy Serdyuk, Yoshua Bengio
2017	Misc	`conf`	A network of deep neural networks for Distant Speech Recognition. ICASSP Mirco Ravanelli, Philemon Brakel, Maurizio Omologo, Yoshua Bengio
2017	J	`jnl`	A network of deep neural networks for distant speech recognition. CoRR Mirco Ravanelli, Philemon Brakel, Maurizio Omologo, Yoshua Bengio
2017	J	`jnl`	Audio Concept Classification with Hierarchical Deep Neural Networks. CoRR Mirco Ravanelli, Benjamin Elizalde, Karl Ni, Gerald Friedland
2017	J	`jnl`	Batch-normalized joint training for DNN-based distant speech recognition. CoRR Mirco Ravanelli, Philemon Brakel, Maurizio Omologo, Yoshua Bengio
2017	J	`jnl`	Contaminated speech training methods for robust DNN-HMM distant speech recognition. CoRR Mirco Ravanelli, Maurizio Omologo
2017	J	`jnl`	Deep Learning for Distant Speech Recognition. CoRR Mirco Ravanelli
2017	—	`—`	Deep Learning for Distant Speech Recognition. Mirco Ravanelli
2017	A	`conf`	Improving Speech Recognition by Revising Gated Recurrent Units. INTERSPEECH Mirco Ravanelli, Philemon Brakel, Maurizio Omologo, Yoshua Bengio
2017	J	`jnl`	Improving speech recognition by revising gated recurrent units. CoRR Mirco Ravanelli, Philemon Brakel, Maurizio Omologo, Yoshua Bengio
2017	J	`jnl`	Realistic multi-microphone data simulation for distant speech recognition. CoRR Mirco Ravanelli, Piergiorgio Svaizer, Maurizio Omologo
2017	J	`jnl`	The DIRHA-English corpus and related tasks for distant-speech recognition in domestic environments. CoRR Mirco Ravanelli, Maurizio Omologo
2016	—	`conf`	Batch-normalized joint training for DNN-based distant speech recognition. SLT Mirco Ravanelli, Philemon Brakel, Maurizio Omologo, Yoshua Bengio
2016	A	`conf`	Discussion. INTERSPEECH Dayana Ribas, Emmanuel Vincent, John H. L. Hansen, Emma Jokinen, Mirco Ravanelli, Hannes Gamper, Fred Richardson
2016	A	`conf`	Realistic Multi-Microphone Data Simulation for Distant Speech Recognition. INTERSPEECH Mirco Ravanelli, Piergiorgio Svaizer, Maurizio Omologo
2015	Misc	`conf`	A multi-channel corpus for distant-speech interaction in presence of known interferences. ICASSP Erich Zwyssig, Mirco Ravanelli, Piergiorgio Svaizer, Maurizio Omologo
2015	A	`conf`	Contaminated speech training methods for robust DNN-HMM distant speech recognition. INTERSPEECH Mirco Ravanelli, Maurizio Omologo
2015	—	`conf`	Insights into Audio-Based Multimedia Event Classification with Neural Networks. MMCommons@ACM Multimedia Mirco Ravanelli, Benjamin Elizalde, Julia Bernd, Gerald Friedland
2015	C	`conf`	The DIRHA-ENGLISH corpus and related tasks for distant-speech recognition in domestic environments. ASRU Mirco Ravanelli, Luca Cristoforetti, Roberto Gretter, Marco Pellin, Alessandro Sosi, Maurizio Omologo
2014	—	`conf`	A speech event detection and localization task for multiroom environments. HSCMA Alessio Brutti, Mirco Ravanelli, Piergiorgio Svaizer, Maurizio Omologo
2014	—	`conf`	Audio concept classification with Hierarchical Deep Neural Networks. EUSIPCO Mirco Ravanelli, Benjamin Elizalde, Karl Ni, Gerald Friedland
2014	—	`conf`	Audio-concept features and hidden Markov models for multimedia event detection. SLAM@INTERSPEECH Benjamin Elizalde, Mirco Ravanelli, Karl Ni, Damian Borth, Gerald Friedland
2014	A	`conf`	On the selection of the impulse responses for distant-speech recognition based on contaminated speech training. INTERSPEECH Mirco Ravanelli, Maurizio Omologo
2014	—	`conf`	TANDEM-bottleneck feature combination using hierarchical Deep Neural Networks. ISCSLP Mirco Ravanelli, Van Hai Do, Adam Janin
2014	B	`conf`	The DIRHA simulated corpus. LREC Luca Cristoforetti, Mirco Ravanelli, Maurizio Omologo, Alessandro Sosi, Alberto Abad, Martin Hagmueller, Petros Maragos
2014	A	`conf`	The DIRHA-GRID corpus: baseline and tools for multi-room distant speech recognition using distributed microphones. INTERSPEECH Marco Matassoni, Ramón Fernandez Astudillo, Athanasios Katsamanis, Mirco Ravanelli
2013	—	`conf`	Audio Concept Ranking for Video Event Detection on User-Generated Content. SLAM@INTERSPEECH Benjamin Elizalde, Mirco Ravanelli, Gerald Friedland
2013	A	`conf`	Embedding speech recognition to control lights. INTERSPEECH Alessandro Sosi, Fabio Brugnara, Luca Cristoforetti, Marco Matassoni, Mirco Ravanelli, Maurizio Omologo
2012	—	`conf`	Impulse response estimation for robust speech recognition in a reverberant environment. EUSIPCO Mirco Ravanelli, Alessandro Sosi, Piergiorgio Svaizer, Maurizio Omologo