Title
Analyzing the relationships between pretraining language, phonetic, tonal, and speaker information in self-supervised speech models Michele Gubian Ioana Krehan Oli Danyi Liu James Kirby Sharon Goldwater SSL 117 0 0 12 Jun 2025
What do self-supervised speech models know about Dutch? Analyzing advantages of language-specific pre-training Marianne de Heer Kloots Hosein Mohebbi Charlotte Pouw Gaofei Shen Willem H. Zuidema Martijn Bentum SSL 69 0 0 01 Jun 2025
TS-SUPERB: A Target Speech Processing Benchmark for Speech Self-Supervised Learning Models Junyi Peng Takanori Ashihara Marc Delcroix Tsubasa Ochiai Oldrich Plchot Shoko Araki J. Černocký ELM 118 0 0 10 May 2025
Exploring ASR-Based Wav2Vec2 for Automated Speech Disorder Assessment: Insights and Analysis Tuan Nguyen C. Fredouille A. Ghio M. Balaguer Virginie Woisard 89 1 0 10 Oct 2024
Linear-Complexity Self-Supervised Learning for Speech Processing Shucong Zhang Titouan Parcollet Rogier van Dalen Sourav Bhattacharya 122 1 0 18 Jul 2024
Open-Source Conversational AI with SpeechBrain 1.0 Mirco Ravanelli Titouan Parcollet Adel Moumen Sylvain de Langen Cem Subakan ... Salima Mdhaffar G. Laperriere Mickael Rouvier Renato De Mori Yannick Esteve VLM 149 16 0 29 Jun 2024
Growing Trees on Sounds: Assessing Strategies for End-to-End Dependency Parsing of Speech Adrien Pupier Maximin Coavoux Jérôme Goulian Benjamin Lecouteux 77 0 0 18 Jun 2024
mHuBERT-147: A Compact Multilingual HuBERT Model Marcely Zanon Boito Vivek Iyer Nikolaos Lagos Laurent Besacier Ioan Calapodescu VLM 146 20 0 10 Jun 2024
Towards objective and interpretable speech disorder assessment: a comparative analysis of CNN and transformer-based models Malo Maisonneuve C. Fredouille M. Lalain A. Ghio Virginie Woisard 126 0 0 07 Jun 2024
THERADIA WoZ: An Ecological Corpus for Appraisal-based Affect Research in Healthcare Hippolyte Fournier Sina Alisamir Safaa Azzakhnini Hannah Chainay Olivier Koenig ... Joan Fruitet Franck Tarpin-Bernard Solange Rossato Franccois Portet Fabien Ringeval 122 2 0 10 May 2024
Open Implementation and Study of BEST-RQ for Speech Processing Ryan Whetten Titouan Parcollet Marco Dinarelli Yannick Esteve 99 7 0 07 May 2024
A Large-Scale Evaluation of Speech Foundation Models Shu-Wen Yang Heng-Jui Chang Zili Huang Andy T. Liu Cheng-I Jeff Lai ... Kushal Lakhotia Shang-Wen Li Abdelrahman Mohamed Shinji Watanabe Hung-yi Lee 104 27 0 15 Apr 2024
ML-SUPERB: Multilingual Speech Universal PERformance Benchmark Jiatong Shi Dan Berrebbi William Chen Ho-Lam Chung En-Pei Hu ... Xuankai Chang Shang-Wen Li Abdel-rahman Mohamed Hung-yi Lee Shinji Watanabe ELM 130 70 0 18 May 2023
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders Andy T. Liu Shu-Wen Yang Po-Han Chi Po-Chun Hsu Hung-yi Lee SSL 163 374 0 25 Oct 2019