Title
An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era Andreas Triantafyllopoulos Björn W. Schuller Gokcce .Iymen M. Sezgin Xiangheng He ... Shuo Liu Silvan Mertes Elisabeth André Ruibo Fu Jianhua Tao 20 53 0 06 Oct 2022
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TVLT: Textless Vision-Language Transformer Zineng Tang Jaemin Cho Yixin Nie Joey Tianyi Zhou VLM 51 28 0 28 Sep 2022
What Do Children and Parents Want and Perceive in Conversational Agents? Towards Transparent, Trustworthy, Democratized Agents Jessica Van Brummelen M. Kelleher Mi Tian Nghi Hoang Nguyen 24 9 0 16 Sep 2022
AudioLM: a Language Modeling Approach to Audio Generation Zalan Borsos Raphaël Marinier Damien Vincent Eugene Kharitonov Olivier Pietquin ... Dominik Roblek O. Teboul David Grangier Marco Tagliasacchi Neil Zeghidour AuLLM 46 567 0 07 Sep 2022
Do self-supervised speech models develop human-like perception biases? Juliette Millet Ewan Dunbar SSL 19 20 0 31 May 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 128 349 0 21 May 2022
Wav2Seq: Pre-training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages Felix Wu Kwangyoun Kim Shinji Watanabe Kyu Jeong Han Ryan T. McDonald Kilian Q. Weinberger Yoav Artzi SyDa 45 37 0 02 May 2022
ContentVec: An Improved Self-Supervised Speech Representation by Disentangling Speakers Kaizhi Qian Yang Zhang Heting Gao Junrui Ni Cheng-I Jeff Lai David D. Cox M. Hasegawa-Johnson Shiyu Chang DRL 24 110 0 20 Apr 2022
Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation Sravya Popuri Peng-Jen Chen Changhan Wang J. Pino Yossi Adi Jiatao Gu Wei-Ning Hsu Ann Lee 22 56 0 06 Apr 2022
Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data Junyi Ao Zi-Hua Zhang Long Zhou Shujie Liu Haizhou Li Tom Ko Lirong Dai Jinyu Li Yao Qian Furu Wei SSL 19 19 0 31 Mar 2022
SpeechPrompt: An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks Kai-Wei Chang Wei-Cheng Tseng Shang-Wen Li Hung-yi Lee 24 22 0 31 Mar 2022
Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks Sihyun Yu Jihoon Tack Sangwoo Mo Hyunsu Kim Junho Kim Jung-Woo Ha Jinwoo Shin DiffM VGen 23 199 0 21 Feb 2022
General-purpose, long-context autoregressive modeling with Perceiver AR Curtis Hawthorne Andrew Jaegle Cătălina Cangea Sebastian Borgeaud C. Nash ... Hannah R. Sheahan Neil Zeghidour Jean-Baptiste Alayrac João Carreira Jesse Engel 37 65 0 15 Feb 2022
Textless Speech-to-Speech Translation on Real Data Ann Lee Hongyu Gong Paul-Ambroise Duquenne Holger Schwenk Peng-Jen Chen ... Sravya Popuri Yossi Adi J. Pino Jiatao Gu Wei-Ning Hsu 28 142 0 15 Dec 2021
Speech Tasks Relevant to Sleepiness Determined with Deep Transfer Learning Bang Tran Youxiang Zhu Xiaohui Liang J. Schwoebel L. Warrenburg 13 7 0 29 Nov 2021
Towards Language Modelling in the Speech Domain Using Sub-word Linguistic Units Anurag Katakkar A. Black AuLLM 22 1 0 31 Oct 2021
Text-Free Prosody-Aware Generative Spoken Language Modeling Eugene Kharitonov Ann Lee Adam Polyak Yossi Adi Jade Copet ... Tu Nguyen M. Rivière Abdel-rahman Mohamed Emmanuel Dupoux Wei-Ning Hsu 35 116 0 07 Sep 2021
Analyzing Speaker Information in Self-Supervised Models to Improve Zero-Resource Speech Processing Benjamin van Niekerk Leanne Nortje Matthew Baas Herman Kamper SSL 25 31 0 02 Aug 2021
Configurable Privacy-Preserving Automatic Speech Recognition Ranya Aloufi Hamed Haddadi David E. Boyle 19 10 0 01 Apr 2021
Multi-task self-supervised learning for Robust Speech Recognition Mirco Ravanelli Jianyuan Zhong Santiago Pascual P. Swietojanski João Monteiro J. Trmal Yoshua Bengio SSL 189 288 0 25 Jan 2020