Cover Image

Diarization-Aware Multi-Speaker Automatic Speech Recognition via Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lin, Yuke, Cheng, Ming, Li, Ze, Tang, Beilong, Li, Ming
Format:	Preprint
Published:	2025
Subjects:	Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

The DKU System for Multi-Speaker Automatic Speech Recognition in MLC-SLM Challenge
by: Lin, Yuke, et al.
Published: (2025)

Sequence-to-Sequence Neural Diarization with Automatic Speaker Detection and Representation
by: Cheng, Ming, et al.
Published: (2024)

Discriminative-Generative Target Speaker Extraction with Decoder-Only Language Models
by: Zeng, Bang, et al.
Published: (2026)

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)

TSELM: Target Speaker Extraction using Discrete Tokens and Language Models
by: Tang, Beilong, et al.
Published: (2024)

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

VoxBlink2: A 100K+ Speaker Recognition Corpus and the Open-Set Speaker-Identification Benchmark
by: Lin, Yuke, et al.
Published: (2024)

SEF-MK: Speaker-Embedding-Free Voice Anonymization through Multi-k-means Quantization
by: Tang, Beilong, et al.
Published: (2025)

AISHELL-5: The First Open-Source In-Car Multi-Channel Multi-Speaker Speech Dataset for Automatic Speech Diarization and Recognition
by: Dai, Yuhang, et al.
Published: (2025)

DiCoW: Diarization-Conditioned Whisper for Target Speaker Automatic Speech Recognition
by: Polok, Alexander, et al.
Published: (2024)

Speaker Attributed Automatic Speech Recognition Using Speech Aware LLMS
by: Aronowitz, Hagai, et al.
Published: (2026)

Spatially-Augmented Sequence-to-Sequence Neural Diarization for Meetings
by: Li, Li, et al.
Published: (2025)

The RoyalFlush Automatic Speech Diarization and Recognition System for In-Car Multi-Channel Automatic Speech Recognition Challenge
by: Tian, Jingguang, et al.
Published: (2024)

Multi-Channel Sequence-to-Sequence Neural Diarization: Experimental Results for The MISP 2025 Challenge
by: Cheng, Ming, et al.
Published: (2025)

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

Exploring Speech Foundation Models for Speaker Diarization Across Lifespan
by: Xu, Anfeng, et al.
Published: (2026)

Adversarial Attacks and Robust Defenses in Speaker Embedding based Zero-Shot Text-to-Speech System
by: Li, Ze, et al.
Published: (2024)

Spatially Aware Self-Supervised Models for Multi-Channel Neural Speaker Diarization
by: Han, Jiangyu, et al.
Published: (2025)

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

The Database and Benchmark for the Source Speaker Tracing Challenge 2024
by: Li, Ze, et al.
Published: (2024)

DiarizationLM: Speaker Diarization Post-Processing with Large Language Models
by: Wang, Quan, et al.
Published: (2024)

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

Multi-Stage Face-Voice Association Learning with Keynote Speaker Diarization
by: Tao, Ruijie, et al.
Published: (2024)

PixIT: Joint Training of Speaker Diarization and Speech Separation from Real-world Multi-speaker Recordings
by: Kalda, Joonas, et al.
Published: (2024)

KunquDB: An Attempt for Speaker Verification in the Chinese Opera Scenario
by: Zhou, Huali, et al.
Published: (2024)

PAC: Pronunciation-Aware Contextualized Large Language Model-based Automatic Speech Recognition
by: Fu, Li, et al.
Published: (2025)

USED: Universal Speaker Extraction and Diarization
by: Ao, Junyi, et al.
Published: (2023)

Spoofing-Aware Speaker Verification via Wavelet Prompt Tuning and Multi-Model Ensembles
by: Farhadipour, Aref, et al.
Published: (2026)

Efficient and Generalizable Speaker Diarization via Structured Pruning of Self-Supervised Models
by: Han, Jiangyu, et al.
Published: (2025)

DiariST: Streaming Speech Translation with Speaker Diarization
by: Yang, Mu, et al.
Published: (2023)

Joint Training of Speaker Embedding Extractor, Speech and Overlap Detection for Diarization
by: Pálka, Petr, et al.
Published: (2024)

Boosting Multi-Speaker Expressive Speech Synthesis with Semi-supervised Contrastive Learning
by: Zhu, Xinfa, et al.
Published: (2023)

Thinking in Directivity: Speech Large Language Model for Multi-Talker Directional Speech Recognition
by: Xie, Jiamin, et al.
Published: (2025)

On the Role of Spatial Features in Foundation-Model-Based Speaker Diarization
by: Deegen, Marc, et al.
Published: (2026)

3D-Speaker-Toolkit: An Open-Source Toolkit for Multimodal Speaker Verification and Diarization
by: Chen, Yafeng, et al.
Published: (2024)

Mamba-based Segmentation Model for Speaker Diarization
by: Plaquet, Alexis, et al.
Published: (2024)

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

Dolphin: A Large-Scale Automatic Speech Recognition Model for Eastern Languages
by: Meng, Yangyang, et al.
Published: (2025)

The CHiME-8 DASR Challenge for Generalizable and Array Agnostic Distant Automatic Speech Recognition and Diarization
by: Cornell, Samuele, et al.
Published: (2024)

Group-Aware Partial Model Merging for Children's Automatic Speech Recognition
by: Rolland, Thomas, et al.
Published: (2025)