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Cem Subakan
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2020 – today
- 2024
- [j3]Luca Della Libera, Pooneh Mousavi, Salah Zaiem, Cem Subakan, Mirco Ravanelli:
CL-MASR: A Continual Learning Benchmark for Multilingual ASR. IEEE ACM Trans. Audio Speech Lang. Process. 32: 4931-4944 (2024) - [c13]Shubham Gupta, Isaac Neri Gomez-Sarmiento, Faez Amjed Mezdari, Mirco Ravanelli, Cem Subakan:
Dynamic HumTrans: Humming Transcription Using CNNs and Dynamic Programming. ANNPR 2024: 269-280 - [c12]Firat Öncel, Matthias Bethge, Beyza Ermis, Mirco Ravanelli, Cem Subakan, Çagatay Yildiz:
Adaptation Odyssey in LLMs: Why Does Additional Pretraining Sometimes Fail to Improve? EMNLP 2024: 19834-19843 - [c11]Luca Della Libera, Cem Subakan, Mirco Ravanelli, Samuele Cornell, Frédéric Lepoutre, François Grondin:
Resource-Efficient Separation Transformer. ICASSP 2024: 761-765 - [c10]Luca Della Libera, Cem Subakan, Mirco Ravanelli:
Focal Modulation Networks for Interpretable Sound Classification. ICASSP Workshops 2024: 853-857 - [c9]David Budaghyan, Charles C. Onu, Arsenii Gorin, Cem Subakan, Doina Precup:
CryCeleb: A Speaker Verification Dataset Based on Infant Cry Sounds. ICASSP 2024: 11966-11970 - [c8]Francesco Paissan, Mirco Ravanelli, Cem Subakan:
Listenable Maps for Audio Classifiers. ICML 2024 - [c7]Alexandre Moreau, Angélique Bouchard, Cem Subakan, Guillaume Painchaud-April, Alain Le Duff:
Convolutional Neural Network-Based Reconstruction of Binarized Ultrasound Data for Non-Destructive Testing. MLSP 2024: 1-6 - [e1]Ching Yee Suen, Adam Krzyzak, Mirco Ravanelli, Edmondo Trentin, Cem Subakan, Nicola Nobile:
Artificial Neural Networks in Pattern Recognition - 11th IAPR TC3 Workshop, ANNPR 2024, Montreal, QC, Canada, October 10-12, 2024, Proceedings. Lecture Notes in Computer Science 15154, Springer 2024, ISBN 978-3-031-71601-0 [contents] - [i23]Luca Della Libera, Cem Subakan, Mirco Ravanelli:
Focal Modulation Networks for Interpretable Sound Classification. CoRR abs/2402.02754 (2024) - [i22]Francesco Paissan, Mirco Ravanelli, Cem Subakan:
Listenable Maps for Audio Classifiers. CoRR abs/2403.13086 (2024) - [i21]Francesco Paissan, Luca Della Libera, Mirco Ravanelli, Cem Subakan:
Listenable Maps for Zero-Shot Audio Classifiers. CoRR abs/2405.17615 (2024) - [i20]Shubham Gupta, Mirco Ravanelli, Pascal Germain, Cem Subakan:
Phoneme Discretized Saliency Maps for Explainable Detection of AI-Generated Voice. CoRR abs/2406.10422 (2024) - [i19]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 abs/2406.10735 (2024) - [i18]Pooneh Mousavi, Luca Della Libera, Jarod Duret, Artem Ploujnikov, Cem Subakan, Mirco Ravanelli:
DASB - Discrete Audio and Speech Benchmark. CoRR abs/2406.14294 (2024) - [i17]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 abs/2407.00463 (2024) - [i16]Eleonora Mancini, Francesco Paissan, Mirco Ravanelli, Cem Subakan:
LMAC-TD: Producing Time Domain Explanations for Audio Classifiers. CoRR abs/2409.08655 (2024) - [i15]Shubham Gupta, Isaac Neri Gomez-Sarmiento, Faez Amjed Mezdari, Mirco Ravanelli, Cem Subakan:
Dynamic HumTrans: Humming Transcription Using CNNs and Dynamic Programming. CoRR abs/2410.05455 (2024) - [i14]Firat Öncel, Matthias Bethge, Beyza Ermis, Mirco Ravanelli, Cem Subakan, Çagatay Yildiz:
Adaptation Odyssey in LLMs: Why Does Additional Pretraining Sometimes Fail to Improve? CoRR abs/2410.05581 (2024) - 2023
- [j2]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: 2169-2180 (2023) - [c6]Arsenii Gorin, Cem Subakan, Sajjad Abdoli, Junhao Wang, Samantha Latremouille, Charles C. Onu:
Self-Supervised Learning for Infant Cry Analysis. ICASSP Workshops 2023: 1-5 - [c5]Juan Zuluaga-Gomez, Sara Ahmed, Danielius Visockas, Cem Subakan:
CommonAccent: Exploring Large Acoustic Pretrained Models for Accent Classification Based on Common Voice. INTERSPEECH 2023: 5291-5295 - [c4]Zhepei Wang, Cem Subakan, Krishna Subramani, Junkai Wu, Tiago Tavares, Fábio Ayres, Paris Smaragdis:
Unsupervised Improvement of Audio-Text Cross-Modal Representations. WASPAA 2023: 1-5 - [i13]Cem Subakan, Francesco Paissan, Mirco Ravanelli:
Posthoc Interpretation via Quantization. CoRR abs/2303.12659 (2023) - [i12]David Budaghyan, Arsenii Gorin, Cem Subakan, Charles C. Onu:
CryCeleb: A Speaker Verification Dataset Based on Infant Cry Sounds. CoRR abs/2305.00969 (2023) - [i11]Arsenii Gorin, Cem Subakan, Sajjad Abdoli, Junhao Wang, Samantha Latremouille, Charles C. Onu:
Self-supervised learning for infant cry analysis. CoRR abs/2305.01578 (2023) - [i10]Zhepei Wang, Cem Subakan, Krishna Subramani, Junkai Wu, Tiago Tavares, Fábio Ayres, Paris Smaragdis:
Unsupervised Improvement of Audio-Text Cross-Modal Representations. CoRR abs/2305.01864 (2023) - [i9]Juan Zuluaga-Gomez, Sara Ahmed, Danielius Visockas, Cem Subakan:
CommonAccent: Exploring Large Acoustic Pretrained Models for Accent Classification Based on Common Voice. CoRR abs/2305.18283 (2023) - [i8]Francesco Paissan, Zhepei Wang, Mirco Ravanelli, Paris Smaragdis, Cem Subakan:
Audio Editing with Non-Rigid Text Prompts. CoRR abs/2310.12858 (2023) - [i7]Luca Della Libera, Pooneh Mousavi, Salah Zaiem, Cem Subakan, Mirco Ravanelli:
CL-MASR: A Continual Learning Benchmark for Multilingual ASR. CoRR abs/2310.16931 (2023) - 2022
- [j1]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: 2607-2611 (2022) - [c3]Cem Subakan, Mirco Ravanelli, Samuele Cornell, François Grondin:
Real-M: Towards Speech Separation on Real Mixtures. ICASSP 2022: 6862-6866 - [i6]Cem Subakan, Mirco Ravanelli, Samuele Cornell, François Grondin, Mirko Bronzi:
On Using Transformers for Speech-Separation. CoRR abs/2202.02884 (2022) - [i5]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 abs/2205.07390 (2022) - [i4]Cem Subakan, Mirco Ravanelli, Samuele Cornell, Frédéric Lepoutre, François Grondin:
Resource-Efficient Separation Transformer. CoRR abs/2206.09507 (2022) - 2021
- [c2]Cem Subakan, Mirco Ravanelli, Samuele Cornell, Mirko Bronzi, Jianyuan Zhong:
Attention Is All You Need In Speech Separation. ICASSP 2021: 21-25 - [i3]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 abs/2106.04624 (2021) - [i2]Cem Subakan, Mirco Ravanelli, Samuele Cornell, François Grondin:
REAL-M: Towards Speech Separation on Real Mixtures. CoRR abs/2110.10812 (2021) - 2020
- [c1]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: 257-266 - [i1]Cem Subakan, Mirco Ravanelli, Samuele Cornell, Mirko Bronzi, Jianyuan Zhong:
Attention is All You Need in Speech Separation. CoRR abs/2010.13154 (2020)
Coauthor Index
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last updated on 2024-12-02 21:33 CET by the dblp team
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