Cem Subakan

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 30

Top Topics

Autistic Children

Supervised Learning

Top Venues

IEEE Signal Process. Lett.

Publications

Francesco Paissan, Luca Della Libera, Mirco Ravanelli, Cem Subakan
Listenable Maps for Zero-Shot Audio Classifiers. CoRR (2024)
Francesco Paissan, Mirco Ravanelli, Cem Subakan
Listenable Maps for Audio Classifiers. CoRR (2024)
Luca Della Libera, Cem Subakan, Mirco Ravanelli, Samuele Cornell, Frédéric Lepoutre, François Grondin
Resource-Efficient Separation Transformer. ICASSP (2024)
Shubham Gupta, Mirco Ravanelli, Pascal Germain, Cem Subakan
Phoneme Discretized Saliency Maps for Explainable Detection of AI-Generated Voice. CoRR (2024)
Pooneh Mousavi, Jarod Duret, Salah Zaiem, Luca Della Libera, Artem Ploujnikov, Cem Subakan, Mirco Ravanelli
How Should We Extract Discrete Audio Tokens from Self-Supervised Models? CoRR (2024)
Pooneh Mousavi, Luca Della Libera, Jarod Duret, Artem Ploujnikov, Cem Subakan, Mirco Ravanelli
DASB - Discrete Audio and Speech Benchmark. CoRR (2024)
David Budaghyan, Charles C. Onu, Arsenii Gorin, Cem Subakan, Doina Precup
CryCeleb: A Speaker Verification Dataset Based on Infant Cry Sounds. ICASSP (2024)
Luca Della Libera, Cem Subakan, Mirco Ravanelli
Focal Modulation Networks for Interpretable Sound Classification. CoRR (2024)
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
Open-Source Conversational AI with SpeechBrain 1.0. CoRR (2024)
Juan Zuluaga-Gomez, Sara Ahmed, Danielius Visockas, Cem Subakan
CommonAccent: Exploring Large Acoustic Pretrained Models for Accent Classification Based on Common Voice. CoRR (2023)
Luca Della Libera, Pooneh Mousavi, Salah Zaiem, Cem Subakan, Mirco Ravanelli
CL-MASR: A Continual Learning Benchmark for Multilingual ASR. CoRR (2023)
Cem Subakan, Mirco Ravanelli, Samuele Cornell, François Grondin, Mirko Bronzi
Exploring Self-Attention Mechanisms for Speech Separation. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Cem Subakan, Francesco Paissan, Mirco Ravanelli
Posthoc Interpretation via Quantization. CoRR (2023)
Francesco Paissan, Zhepei Wang, Mirco Ravanelli, Paris Smaragdis, Cem Subakan
Audio Editing with Non-Rigid Text Prompts. CoRR (2023)
Juan Zuluaga-Gomez, Sara Ahmed, Danielius Visockas, Cem Subakan
CommonAccent: Exploring Large Acoustic Pretrained Models for Accent Classification Based on Common Voice. INTERSPEECH (2023)
Zhepei Wang, Cem Subakan, Krishna Subramani, Junkai Wu, Tiago Tavares, Fábio Ayres, Paris Smaragdis
Unsupervised Improvement of Audio-Text Cross-Modal Representations. CoRR (2023)
Arsenii Gorin, Cem Subakan, Sajjad Abdoli, Junhao Wang, Samantha Latremouille, Charles C. Onu
Self-supervised learning for infant cry analysis. CoRR (2023)
David Budaghyan, Arsenii Gorin, Cem Subakan, Charles C. Onu
CryCeleb: A Speaker Verification Dataset Based on Infant Cry Sounds. CoRR (2023)
Zhepei Wang, Cem Subakan, Krishna Subramani, Junkai Wu, Tiago Tavares, Fábio Ayres, Paris Smaragdis
Unsupervised Improvement of Audio-Text Cross-Modal Representations. WASPAA (2023)
Arsenii Gorin, Cem Subakan, Sajjad Abdoli, Junhao Wang, Samantha Latremouille, Charles C. Onu
Self-Supervised Learning for Infant Cry Analysis. ICASSP Workshops (2023)
Zhepei Wang, Cem Subakan, Xilin Jiang, Junkai Wu, Efthymios Tzinis, Mirco Ravanelli, Paris Smaragdis
Learning Representations for New Sound Classes With Continual Self-Supervised Learning. IEEE Signal Process. Lett. 29 (2022)
Cem Subakan, Mirco Ravanelli, Samuele Cornell, François Grondin, Mirko Bronzi
On Using Transformers for Speech-Separation. CoRR (2022)
Zhepei Wang, Cem Subakan, Xilin Jiang, Junkai Wu, Efthymios Tzinis, Mirco Ravanelli, Paris Smaragdis
Learning Representations for New Sound Classes With Continual Self-Supervised Learning. CoRR (2022)
Cem Subakan, Mirco Ravanelli, Samuele Cornell, François Grondin
Real-M: Towards Speech Separation on Real Mixtures. ICASSP (2022)
Cem Subakan, Mirco Ravanelli, Samuele Cornell, Frédéric Lepoutre, François Grondin
Resource-Efficient Separation Transformer. CoRR (2022)
Cem Subakan, Mirco Ravanelli, Samuele Cornell, Mirko Bronzi, Jianyuan Zhong
Attention Is All You Need In Speech Separation. ICASSP (2021)
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
SpeechBrain: A General-Purpose Speech Toolkit. CoRR (2021)
Cem Subakan, Mirco Ravanelli, Samuele Cornell, François Grondin
REAL-M: Towards Speech Separation on Real Mixtures. CoRR (2021)
Ran Liu, Cem Subakan, Aishwarya H. Balwani, Jennifer D. Whitesell, Julie Harris, Sanmi Koyejo, Eva L. Dyer
A Generative Modeling Approach for Interpreting Population-Level Variability in Brain Structure. MICCAI (5) (2020)
Cem Subakan, Mirco Ravanelli, Samuele Cornell, Mirko Bronzi, Jianyuan Zhong
Attention is All You Need in Speech Separation. CoRR (2020)