Cover Image

Leveraging ASR Pretrained Conformers for Speaker Verification through Transfer Learning and Knowledge Distillation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Cai, Danwei, Li, Ming
Format:	Preprint
Published:	2023
Subjects:	Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Self-supervised Reflective Learning through Self-distillation and Online Clustering for Speaker Representation Learning
by: Cai, Danwei, et al.
Published: (2024)

Emphasized Non-Target Speaker Knowledge in Knowledge Distillation for Automatic Speaker Verification
by: Truong, Duc-Tuan, et al.
Published: (2023)

Enhancing Speaker Verification with w2v-BERT 2.0 and Knowledge Distillation guided Structured Pruning
by: Li, Ze, et al.
Published: (2025)

Integrated Multi-Level Knowledge Distillation for Enhanced Speaker Verification
by: Yang, Wenhao, et al.
Published: (2024)

Target Speaker Lipreading by Audio-Visual Self-Distillation Pretraining and Speaker Adaptation
by: Zhang, Jing-Xuan, et al.
Published: (2025)

Emotion Recognition in Multi-Speaker Conversations through Speaker Identification, Knowledge Distillation, and Hierarchical Fusion
by: Li, Xiao, et al.
Published: (2025)

Towards Supervised Performance on Speaker Verification with Self-Supervised Learning by Leveraging Large-Scale ASR Models
by: Miara, Victor, et al.
Published: (2024)

Language-Invariant Multilingual Speaker Verification for the TidyVoice 2026 Challenge
by: Li, Ze, et al.
Published: (2026)

Multi-Channel Multi-Speaker ASR Using Target Speaker's Solo Segment
by: Shao, Yiwen, et al.
Published: (2024)

Target Speaker ASR with Whisper
by: Polok, Alexander, et al.
Published: (2024)

Speaker-Smoothed kNN Speaker Adaptation for End-to-End ASR
by: Li, Shaojun, et al.
Published: (2024)

Learning Emotion-Invariant Speaker Representations for Speaker Verification
by: Tian, Jingguang, et al.
Published: (2025)

Bayesian Learning for Domain-Invariant Speaker Verification and Anti-Spoofing
by: Li, Jin, et al.
Published: (2025)

SOT Triggered Neural Clustering for Speaker Attributed ASR
by: Zheng, Xianrui, et al.
Published: (2024)

DNCASR: End-to-End Training for Speaker-Attributed ASR
by: Zheng, Xianrui, et al.
Published: (2025)

Adversarial Speaker Distillation for Countermeasure Model on Automatic Speaker Verification
by: Liao, Yen-Lun, et al.
Published: (2022)

DM-ASR: Diarization-aware Multi-speaker ASR with Large Language Models
by: Li, Li, et al.
Published: (2026)

MASV: Speaker Verification with Global and Local Context Mamba
by: Liu, Yang, et al.
Published: (2024)

A Framework for Robust Speaker Verification in Highly Noisy Environments Leveraging Both Noisy and Enhanced Audio
by: Katav, Adam, et al.
Published: (2025)

Speaker Targeting via Self-Speaker Adaptation for Multi-talker ASR
by: Wang, Weiqing, et al.
Published: (2025)

Pretraining Multi-Speaker Identification for Neural Speaker Diarization
by: Horiguchi, Shota, et al.
Published: (2025)

Can We Really Repurpose Multi-Speaker ASR Corpus for Speaker Diarization?
by: Horiguchi, Shota, et al.
Published: (2025)

SQ-Whisper: Speaker-Querying based Whisper Model for Target-Speaker ASR
by: Guo, Pengcheng, et al.
Published: (2024)

A Toolkit for Joint Speaker Diarization and Identification with Application to Speaker-Attributed ASR
by: Morrone, Giovanni, et al.
Published: (2024)

XLSR-Transducer: Streaming ASR for Self-Supervised Pretrained Models
by: Kumar, Shashi, et al.
Published: (2024)

Delayed-KD: Delayed Knowledge Distillation based CTC for Low-Latency Streaming ASR
by: Li, Longhao, et al.
Published: (2025)

Joint Optimization of Speaker and Spoof Detectors for Spoofing-Robust Automatic Speaker Verification
by: Kurnaz, Oğuzhan, et al.
Published: (2025)

An Age-Agnostic System for Robust Speaker Verification
by: Zheng, Jiusi, et al.
Published: (2025)

Multi-Input Multi-Output Target-Speaker Voice Activity Detection For Unified, Flexible, and Robust Audio-Visual Speaker Diarization
by: Cheng, Ming, et al.
Published: (2024)

Speaker Adaptation for Quantised End-to-End ASR Models
by: Zhao, Qiuming, et al.
Published: (2024)

Asymmetric Clean Segments-Guided Self-Supervised Learning for Robust Speaker Verification
by: Gan, Chong-Xin, et al.
Published: (2023)

Leveraging Self-Supervised Learning for Speaker Diarization
by: Han, Jiangyu, et al.
Published: (2024)

Trainable Adaptive Score Normalization for Automatic Speaker Verification
by: Choi, Jeong-Hwan, et al.
Published: (2025)

Optimizing a-DCF for Spoofing-Robust Speaker Verification
by: Kurnaz, Oğuzhan, et al.
Published: (2024)

Mind the Gap: Impact of Synthetic Conversational Data on Multi-Talker ASR and Speaker Diarization
by: Polok, Alexander, et al.
Published: (2026)

NTT Multi-Speaker ASR System for the DASR Task of CHiME-8 Challenge
by: Kamo, Naoyuki, et al.
Published: (2024)

Diffusion-Based Adversarial Purification for Speaker Verification
by: Bai, Yibo, et al.
Published: (2023)

PhiNet: Speaker Verification with Phonetic Interpretability
by: Ma, Yi, et al.
Published: (2026)

DuRep: Dual-Mode Speech Representation Learning via ASR-Aware Distillation
by: Male, Prabash Reddy, et al.
Published: (2025)

Joint ASR and Speaker Role Tagging with Serialized Output Training
by: Xu, Anfeng, et al.
Published: (2025)