Speech Representation Learning Combining Conformer CPC with Deep Cluster
for the ZeroSpeech Challenge 2021

Speech Representation Learning Combining Conformer CPC with Deep Cluster for the ZeroSpeech Challenge 2021

13 July 2021

Takashi Maekaku

Li-Wei Chen

Shinji Watanabe

Alexander I. Rudnicky

Papers citing "Speech Representation Learning Combining Conformer CPC with Deep Cluster for the ZeroSpeech Challenge 2021"

6 / 6 papers shown

Title
Self-supervised language learning from raw audio: Lessons from the Zero Resource Speech Challenge Ewan Dunbar Nicolas Hamilakis Emmanuel Dupoux SSL 32 30 0 27 Oct 2022
Analysis of Self-Supervised Learning and Dimensionality Reduction Methods in Clustering-Based Active Learning for Speech Emotion Recognition Einari Vaaras Manu Airaksinen Okko Rasanen 19 5 0 21 Jun 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 131 349 0 21 May 2022
DECAR: Deep Clustering for learning general-purpose Audio Representations Sreyan Ghosh Sandesh V Katta Ashish Seth S. Umesh SSL 36 12 0 17 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 30 31 0 02 Aug 2021
Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition Yu Zhang James Qin Daniel S. Park Wei Han Chung-Cheng Chiu Ruoming Pang Quoc V. Le Yonghui Wu VLM SSL 146 308 0 20 Oct 2020