Cem Subakan

73 papers A* 3A 5Misc 6Journal 49Unranked 9
YearRankTypeTitle / Venue / Authors
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
Knowing When to Answer: Adaptive Confidence Refinement for Reliable Audio-Visual Question Answering.
CoRR
Dinh Phu Tran, Jihoon Jeong, Saad Wazir, Seongah Kim, Thao Do, Cem Subakan, Daeyoung Kim
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
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 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 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
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 Misc conf
Planing It by Ear: Convolutional Neural Networks for Acoustic Anomaly Detection in Industrial Wood Planers.
ICASSP
Anthony Deschênes, Rémi Georges, Cem Subakan, Bruna Ugulino, Antoine Henry, Michael Morin
2025 J jnl
Planing It by Ear: Convolutional Neural Networks for Acoustic Anomaly Detection in Industrial Wood Planers.
CoRR
Anthony Deschênes, Rémi Georges, Cem Subakan, Bruna Ugulino, Antoine Henry, Michael Morin
2025 J jnl
ReTreever: Tree-based Coarse-to-Fine Representations for Retrieval.
CoRR
Shubham Gupta, Zichao Li, Tianyi Chen, Cem Subakan, Siva Reddy, Perouz Taslakian, Valentina Zantedeschi
2025 J jnl
Sample Compression for Continual Learning.
CoRR
Jacob Comeau, Mathieu Bazinet, Pascal Germain, Cem Subakan
2025 — conf
Towards Generalizable Learning Models for EEG-Based Identification of Pain Perception.
MLSP
Mathis Rezzouk, Fabrice Gagnon, Alyson Champagne, Mathieu Roy, Philippe Albouy, Michel-Pierre Coll, Cem Subakan
2025 J jnl
Towards Generalizable Learning Models for EEG-Based Identification of Pain Perception.
CoRR
Mathis Rezzouk, Fabrice Gagnon, Alyson Champagne, Mathieu Roy, Philippe Albouy, Michel-Pierre Coll, Cem Subakan
2025 J jnl
Virtual Consistency for Audio Editing.
CoRR
Matthieu Cervera, Francesco Paissan, Mirco Ravanelli, Cem Subakan
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 — 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
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 — conf
Convolutional Neural Network-Based Reconstruction of Binarized Ultrasound Data for Non-Destructive Testing.
MLSP
Alexandre Moreau, Angélique Bouchard, Cem Subakan, Guillaume Painchaud-April, Alain Le Duff
2024 Misc conf
CryCeleb: A Speaker Verification Dataset Based on Infant Cry Sounds.
ICASSP
David Budaghyan, Charles C. Onu, Arsenii Gorin, Cem Subakan, Doina Precup
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
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 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 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 Misc conf
Resource-Efficient Separation Transformer.
ICASSP
Luca Della Libera, Cem Subakan, Mirco Ravanelli, Samuele Cornell, Frédéric Lepoutre, François Grondin
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 A conf
CommonAccent: Exploring Large Acoustic Pretrained Models for Accent Classification Based on Common Voice.
INTERSPEECH
Juan Zuluaga-Gomez, Sara Ahmed, Danielius Visockas, Cem Subakan
2023 J jnl
CommonAccent: Exploring Large Acoustic Pretrained Models for Accent Classification Based on Common Voice.
CoRR
Juan Zuluaga-Gomez, Sara Ahmed, Danielius Visockas, Cem Subakan
2023 J jnl
CryCeleb: A Speaker Verification Dataset Based on Infant Cry Sounds.
CoRR
David Budaghyan, Arsenii Gorin, Cem Subakan, Charles C. Onu
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 J jnl
Posthoc Interpretation via Quantization.
CoRR
Cem Subakan, Francesco Paissan, Mirco Ravanelli
2023 — conf
Self-Supervised Learning for Infant Cry Analysis.
ICASSP Workshops
Arsenii Gorin, Cem Subakan, Sajjad Abdoli, Junhao Wang, Samantha Latremouille, Charles C. Onu
2023 J jnl
Self-supervised learning for infant cry analysis.
CoRR
Arsenii Gorin, Cem Subakan, Sajjad Abdoli, Junhao Wang, Samantha Latremouille, Charles C. Onu
2023 — conf
Unsupervised Improvement of Audio-Text Cross-Modal Representations.
WASPAA
Zhepei Wang, Cem Subakan, Krishna Subramani, Junkai Wu, Tiago Tavares, Fábio J. Ayres, Paris Smaragdis
2023 J jnl
Unsupervised Improvement of Audio-Text Cross-Modal Representations.
CoRR
Zhepei Wang, Cem Subakan, Krishna Subramani, Junkai Wu, Tiago Tavares, Fábio J. Ayres, Paris Smaragdis
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 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
2021 Misc conf
Attention Is All You Need In Speech Separation.
ICASSP
Cem Subakan, Mirco Ravanelli, Samuele Cornell, Mirko Bronzi, Jianyuan Zhong
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
2020 — conf
A Generative Modeling Approach for Interpreting Population-Level Variability in Brain Structure.
MICCAI (5)
Ran Liu, Cem Subakan, Aishwarya H. Balwani, Jennifer D. Whitesell, Julie Harris, Sanmi Koyejo, Eva L. Dyer
2020 J jnl
Attention is All You Need in Speech Separation.
CoRR
Cem Subakan, Mirco Ravanelli, Samuele Cornell, Mirko Bronzi, Jianyuan Zhong