Self-supervised learning with diffusion-based multichannel speech
enhancement for speaker verification under noisy conditions

Self-supervised learning with diffusion-based multichannel speech enhancement for speaker verification under noisy conditions

5 July 2023

Sandipana Dowerah

Ajinkya Kulkarni

Papers citing "Self-supervised learning with diffusion-based multichannel speech enhancement for speaker verification under noisy conditions"

13 / 13 papers shown

Title
Self-Supervised Speaker Verification Using Dynamic Loss-Gate and Label Correction Bing Han Zhengyang Chen Y. Qian 24 32 0 03 Aug 2022
Universal Speech Enhancement with Score-based Diffusion Joan Serrà Santiago Pascual Jordi Pons R. O. Araz D. Scaini DiffM 71 105 0 07 Jun 2022
MultiSV: Dataset for Far-Field Multi-Channel Speaker Verification Ladislav Mošner Oldrich Plchot L. Burget J. Černocký 44 7 0 11 Nov 2021
Maximum Likelihood Training of Score-Based Diffusion Models Yang Song Conor Durkan Iain Murray Stefano Ermon DiffM 122 657 0 22 Jan 2021
Self-supervised Text-independent Speaker Verification using Prototypical Momentum Contrastive Learning Wei Xia Chunlei Zhang Chao Weng Meng Yu Dong Yu SSL 48 79 0 13 Dec 2020
DiffWave: A Versatile Diffusion Model for Audio Synthesis Zhifeng Kong Ming-Yu Liu Jiaji Huang Kexin Zhao Bryan Catanzaro DiffM BDL 107 1,449 0 21 Sep 2020
ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification Brecht Desplanques Jenthe Thienpondt Kris Demuynck 72 1,328 0 14 May 2020
Disentangled Speech Embeddings using Cross-modal Self-supervision Arsha Nagrani Joon Son Chung Samuel Albanie Andrew Zisserman SSL 57 88 0 20 Feb 2020
MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement Szu-Wei Fu Chien-Feng Liao Yu Tsao Shou-De Lin 43 331 0 13 May 2019
A variance modeling framework based on variational autoencoders for speech enhancement Simon Leglaive Laurent Girin Radu Horaud DRL 35 91 0 05 Feb 2019
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 144 1,783 0 20 Sep 2018
Conditional Generative Adversarial Networks for Speech Enhancement and Noise-Robust Speaker Verification Daniel Michelsanti Zheng-Hua Tan GAN 62 209 0 06 Sep 2017
SEGAN: Speech Enhancement Generative Adversarial Network Santiago Pascual Antonio Bonafonte Joan Serrà GAN 76 1,143 0 28 Mar 2017

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