MelHuBERT: A simplified HuBERT on Mel spectrograms

MelHuBERT: A simplified HuBERT on Mel spectrograms

17 November 2022

Tzu-Quan Lin

Hao Tang

Papers citing "MelHuBERT: A simplified HuBERT on Mel spectrograms"

10 / 10 papers shown

Title
Efficient Training of Self-Supervised Speech Foundation Models on a Compute Budget Andy T. Liu Yi-Cheng Lin Haibin Wu Stefan Winkler Hung-yi Lee 31 1 0 09 Sep 2024
Property Neurons in Self-Supervised Speech Transformers T. Lin Guan-Ting Lin Hung-yi Lee Hao Tang MILM 25 0 0 07 Sep 2024
mHuBERT-147: A Compact Multilingual HuBERT Model Marcely Zanon Boito Vivek Iyer Nikolaos Lagos Laurent Besacier Ioan Calapodescu VLM 62 8 0 10 Jun 2024
MuPT: A Generative Symbolic Music Pretrained Transformer Xingwei Qu Yuelin Bai Yi Ma Ziya Zhou Ka Man Lo ... Xu Tan Stephen W. Huang Wenhu Chen Jie Fu Ge Zhang 54 10 0 09 Apr 2024
Efficiency-oriented approaches for self-supervised speech representation learning Luis Lugo Valentin Vielzeuf SSL 21 1 0 18 Dec 2023
Multi-resolution HuBERT: Multi-resolution Speech Self-Supervised Learning with Masked Unit Prediction Jiatong Shi H. Inaguma Xutai Ma Ilia Kulikov Anna Y. Sun 45 24 0 04 Oct 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 20 5 0 06 Jul 2023
DPHuBERT: Joint Distillation and Pruning of Self-Supervised Speech Models Yifan Peng Yui Sudo Muhammad Shakeel Shinji Watanabe 24 37 0 28 May 2023
SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks Suwon Shon Siddhant Arora Chyi-Jiunn Lin Ankita Pasad Felix Wu Roshan S. Sharma Wei Yu Wu Hung-yi Lee Karen Livescu Shinji Watanabe ELM 19 32 0 20 Dec 2022
Compressing Transformer-based self-supervised models for speech processing Tzu-Quan Lin Tsung-Huan Yang Chun-Yao Chang Kuang-Ming Chen Tzu-hsun Feng Hung-yi Lee Hao Tang 32 6 0 17 Nov 2022