Title
fastabx: A library for efficient computation of ABX discriminability Maxime Poli Emmanuel Chemla Emmanuel Dupoux 34 0 0 05 May 2025
Recent Advances in Speech Language Models: A Survey Wenqian Cui Dianzhi Yu Xiaoqi Jiao Ziqiao Meng Guangyan Zhang Qichao Wang Yiwen Guo Irwin King AuLLM 61 17 0 01 Oct 2024
DUB: Discrete Unit Back-translation for Speech Translation Dong Zhang Rong Ye Tom Ko Mingxuan Wang Yaqian Zhou 29 23 0 19 May 2023
Self-supervised language learning from raw audio: Lessons from the Zero Resource Speech Challenge Ewan Dunbar Nicolas Hamilakis Emmanuel Dupoux SSL 34 30 0 27 Oct 2022
Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings Jian Zhu Zuoyu Tian Yadong Liu Cong Zhang Chia-wen Lo SSL 32 2 0 23 Oct 2022
An Initial study on Birdsong Re-synthesis Using Neural Vocoders Rhythm Bhatia Tomi Kinnunen 23 1 0 21 Sep 2022
Learning Phone Recognition from Unpaired Audio and Phone Sequences Based on Generative Adversarial Network Da-Rong Liu Po-Chun Hsu Yi-Chen Chen Sung-Feng Huang Shun-Po Chuang Da-Yi Wu Hung-yi Lee GAN 31 7 0 29 Jul 2022
Self-Supervised Speech Representation Learning: A Review Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 137 352 0 21 May 2022
Repeat after me: Self-supervised learning of acoustic-to-articulatory mapping by vocal imitation Marc-Antoine Georges Julien Diard Laurent Girin J. Schwartz Thomas Hueber 13 7 0 05 Apr 2022
A Brief Overview of Unsupervised Neural Speech Representation Learning Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin Lars Maaløe Christian Igel BDL AI4TS SSL 19 11 0 01 Mar 2022
Word Segmentation on Discovered Phone Units with Dynamic Programming and Self-Supervised Scoring Herman Kamper 34 25 0 24 Feb 2022
Unsupervised Speech Segmentation and Variable Rate Representation Learning using Segmental Contrastive Predictive Coding Saurabhchand Bhati Jesús Villalba Piotr Żelasko Laureano Moro Velázquez Najim Dehak SSL 53 22 0 05 Oct 2021
Analyzing Speaker Information in Self-Supervised Models to Improve Zero-Resource Speech Processing Benjamin van Niekerk Leanne Nortje Matthew Baas Herman Kamper SSL 35 31 0 02 Aug 2021
Unsupervised Automatic Speech Recognition: A Review Hanan Aldarmaki Asad Ullah Nazar Zaki VLM SSL 39 57 0 09 Jun 2021
Towards unsupervised phone and word segmentation using self-supervised vector-quantized neural networks Herman Kamper Benjamin van Niekerk SSL MQ 20 35 0 14 Dec 2020
A comparison of self-supervised speech representations as input features for unsupervised acoustic word embeddings Lisa van Staden Herman Kamper SSL 31 16 0 14 Dec 2020
Unsupervised Discovery of Recurring Speech Patterns Using Probabilistic Adaptive Metrics Okko Rasanen María Andrea Cruz Blandón 27 25 0 03 Aug 2020
Data Augmenting Contrastive Learning of Speech Representations in the Time Domain Eugene Kharitonov M. Rivière Gabriel Synnaeve Lior Wolf Pierre-Emmanuel Mazaré Matthijs Douze Emmanuel Dupoux 28 117 0 02 Jul 2020
CSTNet: Contrastive Speech Translation Network for Self-Supervised Speech Representation Learning Sameer Khurana Antoine Laurent James R. Glass SSL 19 12 0 04 Jun 2020
Vector-quantized neural networks for acoustic unit discovery in the ZeroSpeech 2020 challenge Benjamin van Niekerk Leanne Nortje Herman Kamper 18 115 0 19 May 2020
Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization Jen-Yu Liu Yu-Hua Chen Yin-Cheng Yeh Yi-Hsuan Yang GAN 32 35 0 18 May 2020
Robust Training of Vector Quantized Bottleneck Models A. Lancucki J. Chorowski Guillaume Sanchez R. Marxer Nanxin Chen Hans J. G. A. Dolfing Sameer Khurana Tanel Alumäe Antoine Laurent 29 58 0 18 May 2020
DiscreTalk: Text-to-Speech as a Machine Translation Problem Tomoki Hayashi Shinji Watanabe 27 32 0 12 May 2020
vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations Alexei Baevski Steffen Schneider Michael Auli SSL 19 660 0 12 Oct 2019
Listening while Speaking: Speech Chain by Deep Learning Andros Tjandra S. Sakti Satoshi Nakamura AuLLM 126 165 0 16 Jul 2017