Beyond Performance Plateaus: A Comprehensive Study on Scalability in
Speech Enhancement

Beyond Performance Plateaus: A Comprehensive Study on Scalability in Speech Enhancement

6 June 2024

Wangyou Zhang

Shinji Watanabe

Yanmin Qian

Papers citing "Beyond Performance Plateaus: A Comprehensive Study on Scalability in Speech Enhancement"

5 / 5 papers shown

Title
Scaling Laws for Downstream Task Performance in Machine Translation Berivan Isik Natalia Ponomareva Hussein Hazimeh Dimitris Paparas Sergei Vassilvitskii Sanmi Koyejo 105 23 0 24 Feb 2025
Task-Aware Unified Source Separation Kohei Saijo Janek Ebbers François G. Germain G. Wichern Jonathan Le Roux 24 1 0 31 Oct 2024
Dual-Path Transformer Network: Direct Context-Aware Modeling for End-to-End Monaural Speech Separation Jing-jing Chen Qi-rong Mao Dong Liu 54 279 0 28 Jul 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 220 4,424 0 23 Jan 2020
Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation Daniel Stoller Sebastian Ewert S. Dixon AI4TS 101 586 0 08 Jun 2018