Portrait of Pooneh Mousavi is unavailable

Pooneh Mousavi

pooneh.mousavi@mila.quebec
PhD - Concordia University
Supervisor
Mirco Ravanelli
Research Topics
Deep Learning
Website
Google Scholar
GitHub

Publications

WOODS: Benchmarks for Out-of-Distribution Generalization in Time Series
Jean-christophe Gagnon-audet
Kartik Ahuja
Mohammad-Javad Darvishi-Bayazi
Pooneh Mousavi
Guillaume Dumas
Irina Rish
2024-05-06
International Conference on Learning Representations (Accept (Poster))
doi.org
openreview.net
CL-MASR: A Continual Learning Benchmark for Multilingual ASR
Luca Della Libera
Pooneh Mousavi
Salah Zaiem
Yusuf Cem Sübakan
Mirco Ravanaelli
2023-12-31
IEEE ACM Trans. Audio Speech Lang. Process. (published)
doi.org
arxiv.org
How Should We Extract Discrete Audio Tokens from Self-Supervised Models?
Pooneh Mousavi
Jarod Duret
Salah Zaiem
Luca Della Libera
Artem Ploujnikov
Yusuf Cem Sübakan
Mirco Ravanaelli
2023-12-31
INTERSPEECH (published)
doi.org
arxiv.org
Open-Source Conversational AI with SpeechBrain 1.0
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 … (see 13 more)
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
SpeechBrain is an open-source Conversational AI toolkit based on PyTorch, focused particularly on speech processing tasks such as speech rec… (see more)ognition, speech enhancement, speaker recognition, text-to-speech, and much more. It promotes transparency and replicability by releasing both the pre-trained models and the complete "recipes" of code and algorithms required for training them. This paper presents SpeechBrain 1.0, a significant milestone in the evolution of the toolkit, which now has over 200 recipes for speech, audio, and language processing tasks, and more than 100 models available on Hugging Face. SpeechBrain 1.0 introduces new technologies to support diverse learning modalities, Large Language Model (LLM) integration, and advanced decoding strategies, along with novel models, tasks, and modalities. It also includes a new benchmark repository, offering researchers a unified platform for evaluating models across diverse tasks.
2023-12-31
Journal of Machine Learning Research (published)
doi.org
arxiv.org