Cover Image

Elevating Robust Multi-Talker ASR by Decoupling Speaker Separation and Speech Recognition

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yang, Yufeng, Taherian, Hassan, Kalkhorani, Vahid Ahmadi, Wang, DeLiang
Format:	Preprint
Published:	2025
Subjects:	Sound Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

CrossNet: Leveraging Global, Cross-Band, Narrow-Band, and Positional Encoding for Single- and Multi-Channel Speaker Separation
by: Kalkhorani, Vahid Ahmadi, et al.
Published: (2024)

Towards Decoupling Frontend Enhancement and Backend Recognition in Monaural Robust ASR
by: Yang, Yufeng, et al.
Published: (2024)

Scaling Multi-Talker ASR with Speaker-Agnostic Activity Streams
by: He, Xiluo, et al.
Published: (2025)

Disentangling Speakers in Multi-Talker Speech Recognition with Speaker-Aware CTC
by: Kang, Jiawen, et al.
Published: (2024)

SA-SOT: Speaker-Aware Serialized Output Training for Multi-Talker ASR
by: Fan, Zhiyun, et al.
Published: (2024)

Combined Generative and Predictive Modeling for Speech Super-resolution
by: Wang, Heming, et al.
Published: (2024)

Multi-Channel Differential ASR for Robust Wearer Speech Recognition on Smart Glasses
by: Yang, Yufeng, et al.
Published: (2025)

LibriheavyMix: A 20,000-Hour Dataset for Single-Channel Reverberant Multi-Talker Speech Separation, ASR and Speaker Diarization
by: Jin, Zengrui, et al.
Published: (2024)

AV-CrossNet: an Audiovisual Complex Spectral Mapping Network for Speech Separation By Leveraging Narrow- and Cross-Band Modeling
by: Kalkhorani, Vahid Ahmadi, et al.
Published: (2024)

Speaker-Distinguishable CTC: Learning Speaker Distinction Using CTC for Multi-Talker Speech Recognition
by: Sakuma, Asahi, et al.
Published: (2025)

Hypothesis Clustering and Merging: Novel MultiTalker Speech Recognition with Speaker Tokens
by: Kashiwagi, Yosuke, et al.
Published: (2024)

Cross-Speaker Encoding Network for Multi-Talker Speech Recognition
by: Kang, Jiawen, et al.
Published: (2024)

Resource-Efficient Adaptation of Speech Foundation Models for Multi-Speaker ASR
by: Wang, Weiqing, et al.
Published: (2024)

Empowering Whisper as a Joint Multi-Talker and Target-Talker Speech Recognition System
by: Meng, Lingwei, et al.
Published: (2024)

Joint Speaker Features Learning for Audio-visual Multichannel Speech Separation and Recognition
by: Li, Guinan, et al.
Published: (2024)

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

Selective Invocation for Multilingual ASR: A Cost-effective Approach Adapting to Speech Recognition Difficulty
by: Xue, Hongfei, et al.
Published: (2025)

META-CAT: Speaker-Informed Speech Embeddings via Meta Information Concatenation for Multi-talker ASR
by: Wang, Jinhan, et al.
Published: (2024)

Speech Emotion Recognition with ASR Integration
by: Li, Yuanchao
Published: (2026)

Unifying Diarization, Separation, and ASR with Multi-Speaker Encoder
by: Shakeel, Muhammad, et al.
Published: (2025)

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

RAVSS: Robust Audio-Visual Speech Separation in Multi-Speaker Scenarios with Missing Visual Cues
by: Pan, Tianrui, et al.
Published: (2024)

Seed-ASR: Understanding Diverse Speech and Contexts with LLM-based Speech Recognition
by: Bai, Ye, et al.
Published: (2024)

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

Alignment-Free Training for Transducer-based Multi-Talker ASR
by: Moriya, Takafumi, et al.
Published: (2024)

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

Serialized Speech Information Guidance with Overlapped Encoding Separation for Multi-Speaker Automatic Speech Recognition
by: Shi, Hao, et al.
Published: (2024)

Towards Robust Dysarthric Speech Recognition: LLM-Agent Post-ASR Correction Beyond WER
by: Zheng, Xiuwen, et al.
Published: (2026)

Attractor-Based Speech Separation of Multiple Utterances by Unknown Number of Speakers
by: Wang, Yuzhu, 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)

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

Adapting Diarization-Conditioned Whisper for End-to-End Multi-Talker Speech Recognition
by: Kocour, Martin, et al.
Published: (2025)

EfficientASR: Speech Recognition Network Compression via Attention Redundancy and Chunk-Level FFN Optimization
by: Wang, Jianzong, et al.
Published: (2024)

AVFSNet: Audio-Visual Speech Separation for Flexible Number of Speakers with Multi-Scale and Multi-Task Learning
by: Zhang, Daning, et al.
Published: (2025)

Enhancing Intelligibility for Generative Target Speech Extraction via Joint Optimization with Target Speaker ASR
by: Ma, Hao, et al.
Published: (2025)

Improving Practical Aspects of End-to-End Multi-Talker Speech Recognition for Online and Offline Scenarios
by: Subramanian, Aswin Shanmugam, et al.
Published: (2025)

Transcription-Free Fine-Tuning of Speech Separation Models for Noisy and Reverberant Multi-Speaker Automatic Speech Recognition
by: Ravenscroft, William, et al.
Published: (2024)

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

Chain-Talker: Chain Understanding and Rendering for Empathetic Conversational Speech Synthesis
by: Hu, Yifan, et al.
Published: (2025)

SpecASR: Accelerating LLM-based Automatic Speech Recognition via Speculative Decoding
by: Wei, Linye, et al.
Published: (2025)