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09/21/2023
Leveraging In-the-Wild Data for Effective Self-Supervised Pretraining in Speaker Recognition
Current speaker recognition systems primarily rely on supervised approac...
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09/13/2023
Attention-based Encoder-Decoder End-to-End Neural Diarization with Embedding Enhancer
Deep neural network-based systems have significantly improved the perfor...
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07/17/2023
Exploring Binary Classification Loss For Speaker Verification
The mismatch between close-set training and open-set testing usually lea...
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06/27/2023
Wespeaker baselines for VoxSRC2023
This report showcases the results achieved using the wespeaker toolkit f...
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05/18/2023
Attention-based Encoder-Decoder Network for End-to-End Neural Speaker Diarization with Target Speaker Attractor
This paper proposes a novel Attention-based Encoder-Decoder network for ...
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04/12/2023
Self-Supervised Learning with Cluster-Aware-DINO for High-Performance Robust Speaker Verification
Automatic speaker verification task has made great achievements using de...
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11/02/2022
Build a SRE Challenge System: Lessons from VoxSRC 2022 and CNSRC 2022
Different speaker recognition challenges have been held to assess the sp...
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10/31/2022
Wespeaker: A Research and Production oriented Speaker Embedding Learning Toolkit
Speaker modeling is essential for many related tasks, such as speaker re...
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10/28/2022
A comprehensive study on self-supervised distillation for speaker representation learning
In real application scenarios, it is often challenging to obtain a large...
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09/19/2022
SJTU-AISPEECH System for VoxCeleb Speaker Recognition Challenge 2022
This report describes the SJTU-AISPEECH system for the Voxceleb Speaker ...
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08/03/2022
The SJTU System for Short-duration Speaker Verification Challenge 2021
This paper presents the SJTU system for both text-dependent and text-ind...
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08/03/2022
Self-Supervised Speaker Verification Using Dynamic Loss-Gate and Label Correction
For self-supervised speaker verification, the quality of pseudo labels d...
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06/23/2022
The SJTU X-LANCE Lab System for CNSRC 2022
This technical report describes the SJTU X-LANCE Lab system for the thre...
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10/26/2021
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing
Self-supervised learning (SSL) achieves great success in speech recognit...
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10/12/2021
Large-scale Self-Supervised Speech Representation Learning for Automatic Speaker Verification
The speech representations learned from large-scale unlabeled data have ...
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10/12/2021
UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-Training
Self-supervised learning (SSL) is a long-standing goal for speech proces...
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08/31/2021