Cover Image

Improving Neural Diarization through Speaker Attribute Attractors and Local Dependency Modeling

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Palzer, David, Maciejewski, Matthew, Fosler-Lussier, Eric
Format:	Preprint
Published:	2025
Subjects:	Sound Artificial Intelligence Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

End-to-End Diarization utilizing Attractor Deep Clustering
by: Palzer, David, et al.
Published: (2025)

Leveraging Speaker Embeddings in End-to-End Neural Diarization for Two-Speaker Scenarios
by: Alvarez-Trejos, Juan Ignacio, et al.
Published: (2024)

From Modular to End-to-End Speaker Diarization
by: Landini, Federico
Published: (2024)

A Non-autoregressive Model for Joint STT and TTS
by: Sunder, Vishal, et al.
Published: (2025)

SDBench: A Comprehensive Benchmark Suite for Speaker Diarization
by: Pacheco, Eduardo, et al.
Published: (2025)

On Speaker Attribution with SURT
by: Raj, Desh, et al.
Published: (2024)

End-to-End Supervised Hierarchical Graph Clustering for Speaker Diarization
by: Singh, Prachi, et al.
Published: (2024)

Do End-to-End Neural Diarization Attractors Need to Encode Speaker Characteristic Information?
by: Zhang, Lin, et al.
Published: (2024)

ASoBO: Attentive Beamformer Selection for Distant Speaker Diarization in Meetings
by: Mariotte, Theo, et al.
Published: (2024)

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm
by: Li, Zhaoyang, et al.
Published: (2025)

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

Explainable Attribute-Based Speaker Verification
by: Wu, Xiaoliang, et al.
Published: (2024)

Bangla-WhisperDiar: Fine-Tuning Whisper and PyAnnote for Bangla Long-Form Speech Recognition and Speaker Diarization
by: Bhuiyan, Mohammed Aman, et al.
Published: (2026)

Speaker Embeddings to Improve Tracking of Intermittent and Moving Speakers
by: Iatariene, Taous, et al.
Published: (2025)

DiaPer: End-to-End Neural Diarization with Perceiver-Based Attractors
by: Landini, Federico, et al.
Published: (2023)

Speech-Aware Neural Diarization with Encoder-Decoder Attractor Guided by Attention Constraints
by: Lee, PeiYing, et al.
Published: (2024)

MOSS Transcribe Diarize Technical Report
by: AI, MOSI., et al.
Published: (2026)

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

Unsupervised Speech Enhancement using Data-defined Priors
by: Klement, Dominik, et al.
Published: (2025)

Iterative LLM-based improvement for French Clinical Interview Transcription and Speaker Diarization
by: Marie, Ambre, et al.
Published: (2026)

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

LS-EEND: Long-Form Streaming End-to-End Neural Diarization with Online Attractor Extraction
by: Liang, Di, et al.
Published: (2024)

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

Towards Improving Speaker Distance Estimation through Generative Impulse Response Augmentation
by: Ratnarajah, Anton, et al.
Published: (2026)

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

Speaker Embeddings With Weakly Supervised Voice Activity Detection For Efficient Speaker Diarization
by: Thienpondt, Jenthe, et al.
Published: (2024)

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

Certification of Speaker Recognition Models to Additive Perturbations
by: Korzh, Dmitrii, et al.
Published: (2024)

Target Speaker Extraction through Comparing Noisy Positive and Negative Audio Enrollments
by: Xu, Shitong, 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)

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

Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification
by: Liu, Bei, et al.
Published: (2024)

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition
by: Gao, Ming, et al.
Published: (2025)

Streaming Sortformer: Speaker Cache-Based Online Speaker Diarization with Arrival-Time Ordering
by: Medennikov, Ivan, et al.
Published: (2025)

Uncertainty Quantification in Machine Learning for Joint Speaker Diarization and Identification
by: McKnight, Simon W., et al.
Published: (2023)

Evaluating Speaker Identity Coding in Self-supervised Models and Humans
by: Elbanna, Gasser
Published: (2024)

Dependence on Early and Late Reverberation of Single-Channel Speaker Distance Estimation
by: Neri, Michael, et al.
Published: (2026)

Quality-Aware End-to-End Audio-Visual Neural Speaker Diarization
by: He, Mao-Kui, et al.
Published: (2024)

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

Make It Hard to Hear, Easy to Learn: Long-Form Bengali ASR and Speaker Diarization via Extreme Augmentation and Perfect Alignment
by: Hasan, Sanjid, et al.
Published: (2026)