Joint Semantic Knowledge Distillation and Masked Acoustic Modeling for
Full-band Speech Restoration with Improved Intelligibility

Joint Semantic Knowledge Distillation and Masked Acoustic Modeling for Full-band Speech Restoration with Improved Intelligibility

14 September 2024

Xu Li

Santiago Pascual

ArXiv (abs)PDF HTML

Papers citing "Joint Semantic Knowledge Distillation and Masked Acoustic Modeling for Full-band Speech Restoration with Improved Intelligibility"

17 / 17 papers shown

Title
Miipher-2: A Universal Speech Restoration Model for Million-Hour Scale Data Restoration Shigeki Karita Yuma Koizumi Heiga Zen Haruko Ishikawa Robin Scheibler M. Bacchiani VLM 397 1 0 07 May 2025
AnyEnhance: A Unified Generative Model with Prompt-Guidance and Self-Critic for Voice Enhancement Junan Zhang Jing Yang Zihao Fang Yansen Wang Zehua Zhang Zhuo Wang Fan Fan Zhikai Wu 120 4 0 26 Jan 2025
Universal Score-based Speech Enhancement with High Content Preservation Robin Scheibler Yusuke Fujita Yuma Shirahata Tatsuya Komatsu DiffM 78 15 0 18 Jun 2024
High-Fidelity Audio Compression with Improved RVQGAN Rithesh Kumar Prem Seetharaman Alejandro Luebs I. Kumar Kundan Kumar 94 327 0 11 Jun 2023
DeepFilterNet: Perceptually Motivated Real-Time Speech Enhancement Hendrik Schröter T. Rosenkranz Alberto N. Escalante Andreas Maier 53 18 0 14 May 2023
MusicLM: Generating Music From Text A. Agostinelli Timo I. Denk Zalan Borsos Jesse Engel Mauro Verzetti ... Adam Roberts Marco Tagliasacchi Matthew Sharifi Neil Zeghidour Christian Frank MGen 141 444 0 26 Jan 2023
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 193 3,898 0 26 Jul 2022
Universal Speech Enhancement with Score-based Diffusion Joan Serrà Santiago Pascual Jordi Pons R. O. Araz D. Scaini DiffM 90 105 0 07 Jun 2022
Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation Manthan Thakker Sefik Emre Eskimez Takuya Yoshioka Huaming Wang 41 29 0 02 Apr 2022
MaskGIT: Masked Generative Image Transformer Huiwen Chang Han Zhang Lu Jiang Ce Liu William T. Freeman ViT 153 678 0 08 Feb 2022
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing Sanyuan Chen Chengyi Wang Zhengyang Chen Yu-Huan Wu Shujie Liu ... Yao Qian Jian Wu Micheal Zeng Xiangzhan Yu Furu Wei SSL 250 1,873 0 26 Oct 2021
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units Wei-Ning Hsu Benjamin Bolte Yao-Hung Hubert Tsai Kushal Lakhotia Ruslan Salakhutdinov Abdel-rahman Mohamed SSL 180 2,966 0 14 Jun 2021
DNSMOS: A Non-Intrusive Perceptual Objective Speech Quality metric to evaluate Noise Suppressors Chandan K. A. Reddy Vishak Gopal Ross Cutler 72 311 0 28 Oct 2020
SESQA: semi-supervised learning for speech quality assessment Joan Serrà Jordi Pons Santiago Pascual 40 42 0 01 Oct 2020
Real Time Speech Enhancement in the Waveform Domain Alexandre Défossez Gabriel Synnaeve Yossi Adi 76 462 0 23 Jun 2020
The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results Chandan K. A. Reddy Vishak Gopal Ross Cutler Ebrahim Beyrami R. Cheng ... A. Aazami Sebastian Braun Puneet Rana Sriram Srinivasan J. Gehrke 92 316 0 16 May 2020
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.