A Brief Overview of Unsupervised Neural Speech Representation Learning

1 March 2022

Papers citing "A Brief Overview of Unsupervised Neural Speech Representation Learning"

6 / 6 papers shown

Title
Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection Yassine El Kheir Youness Samih Suraj Maharjan Tim Polzehl Sebastian Möller 62 1 0 05 Feb 2025
Comparative layer-wise analysis of self-supervised speech models Ankita Pasad Bowen Shi Karen Livescu SSL 19 109 0 08 Nov 2022
Self-supervised language learning from raw audio: Lessons from the Zero Resource Speech Challenge Ewan Dunbar Nicolas Hamilakis Emmanuel Dupoux SSL 19 30 0 27 Oct 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 124 339 0 21 May 2022
Magic dust for cross-lingual adaptation of monolingual wav2vec-2.0 Sameer Khurana Antoine Laurent James R. Glass VLM 24 18 0 07 Oct 2021
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