Multichannel-based learning for audio object extraction

11 February 2021

Papers citing "Multichannel-based learning for audio object extraction"

17 / 17 papers shown

Title
FSD50K: An Open Dataset of Human-Labeled Sound Events Eduardo Fonseca Xavier Favory Jordi Pons F. Font Xavier Serra 67 453 0 01 Oct 2020
Unsupervised Sound Separation Using Mixture Invariant Training Scott Wisdom Efthymios Tzinis Hakan Erdogan Ron J. Weiss K. Wilson J. Hershey 56 27 0 23 Jun 2020
An empirical study of Conv-TasNet Berkan Kadıoğlu Michael Horgan Xiaoyu Liu Jordi Pons Dan Darcy Vivek Kumar 35 44 0 20 Feb 2020
Multi-task self-supervised learning for Robust Speech Recognition Mirco Ravanelli Jianyuan Zhong Santiago Pascual P. Swietojanski João Monteiro J. Trmal Yoshua Bengio SSL 251 289 0 25 Jan 2020
DDSP: Differentiable Digital Signal Processing Jesse Engel Lamtharn Hantrakul Chenjie Gu Adam Roberts DiffM 143 378 0 14 Jan 2020
Music Source Separation in the Waveform Domain Alexandre Défossez Nicolas Usunier Léon Bottou Francis R. Bach 111 272 0 27 Nov 2019
Universal Sound Separation Ilya Kavalerov Scott Wisdom Hakan Erdogan Brian Patton K. Wilson Jonathan Le Roux J. Hershey 44 187 0 08 May 2019
Divide and Conquer: A Deep CASA Approach to Talker-independent Monaural Speaker Separation Yuzhou Liu DeLiang Wang 54 158 0 25 Apr 2019
Learning Problem-agnostic Speech Representations from Multiple Self-supervised Tasks Santiago Pascual Mirco Ravanelli Joan Serrà Antonio Bonafonte Yoshua Bengio SSL 99 251 0 06 Apr 2019
Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations Francesco Locatello Stefan Bauer Mario Lucic Gunnar Rätsch Sylvain Gelly Bernhard Schölkopf Olivier Bachem OOD 111 1,466 0 29 Nov 2018
SDR - half-baked or well done? F. Sánchez-Martínez M. Esplà-Gomis Hakan Erdogan J. Hershey 138 1,191 0 06 Nov 2018
End-to-end music source separation: is it possible in the waveform domain? Francesc Lluís Jordi Pons Xavier Serra 55 73 0 29 Oct 2018
General-purpose Tagging of Freesound Audio with AudioSet Labels: Task Description, Dataset, and Baseline Eduardo Fonseca Manoj Plakal F. Font D. Ellis Xavier Favory Jordi Pons Xavier Serra 71 148 0 26 Jul 2018
Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation Daniel Stoller Sebastian Ewert S. Dixon AI4TS 128 595 0 08 Jun 2018
TasNet: time-domain audio separation network for real-time, single-channel speech separation Yi Luo N. Mesgarani 69 628 0 01 Nov 2017
A Wavenet for Speech Denoising Dario Rethage Jordi Pons Xavier Serra 96 431 0 22 Jun 2017
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.4K 149,842 0 22 Dec 2014