Exploration of A Self-Supervised Speech Model: A Study on Emotional
Corpora

Exploration of A Self-Supervised Speech Model: A Study on Emotional Corpora

5 October 2022

Yumnah Mohamied

Papers citing "Exploration of A Self-Supervised Speech Model: A Study on Emotional Corpora"

12 / 12 papers shown

Title
Cross-Lingual Speech Emotion Recognition: Humans vs. Self-Supervised Models Zhichen Han Tianqi Geng Hui Feng Jiahong Yuan Korin Richmond Yuanchao Li 35 1 0 25 Sep 2024
Exploring Self-Supervised Multi-view Contrastive Learning for Speech Emotion Recognition with Limited Annotations Bulat Khaertdinov Pedro Jeuris Annanda Sousa Enrique Hortal 35 1 0 12 Jun 2024
Crossmodal ASR Error Correction with Discrete Speech Units Yuanchao Li Pinzhen Chen Peter Bell Catherine Lai 36 6 0 26 May 2024
Beyond the Labels: Unveiling Text-Dependency in Paralinguistic Speech Recognition Datasets Jan Pevsán Santosh Kesiraju Lukávs Burget JanHonza'' vCernocký 19 0 0 12 Mar 2024
Establishing degrees of closeness between audio recordings along different dimensions using large-scale cross-lingual models Maxime Fily Guillaume Wisniewski Severine Guillaume Gilles Adda Alexis Michaud 22 1 0 08 Feb 2024
emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation Ziyang Ma Zhisheng Zheng Jiaxin Ye Jinchao Li Zhifu Gao Shiliang Zhang Xie Chen MDE SLR SSL 25 86 0 23 Dec 2023
On the Use of Self-Supervised Speech Representations in Spontaneous Speech Synthesis Siyang Wang G. Henter Joakim Gustafson Éva Székely 42 5 0 11 Jul 2023
On-Device Constrained Self-Supervised Speech Representation Learning for Keyword Spotting via Knowledge Distillation Gene-Ping Yang Yue Gu Qingming Tang Dongsu Du Yuzong Liu 22 5 0 06 Jul 2023
Transfer Learning for Personality Perception via Speech Emotion Recognition Yuanchao Li P. Bell Catherine Lai CVBM 29 3 0 25 May 2023
ASR and Emotional Speech: A Word-Level Investigation of the Mutual Impact of Speech and Emotion Recognition Yuanchao Li Zeyu Zhao Ondˇrej Klejch P. Bell Catherine Lai 11 14 0 25 May 2023
Comparative layer-wise analysis of self-supervised speech models Ankita Pasad Bowen Shi Karen Livescu SSL 30 109 0 08 Nov 2022
Exploring wav2vec 2.0 on speaker verification and language identification Zhiyun Fan Meng Li Shiyu Zhou Bo Xu 117 202 0 11 Dec 2020