Cover Image

Simultaneous Diarization and Separation of Meetings through the Integration of Statistical Mixture Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Cord-Landwehr, Tobias, Boeddeker, Christoph, Haeb-Umbach, Reinhold
Format:	Preprint
Published:	2024
Subjects:	Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Once more Diarization: Improving meeting transcription systems through segment-level speaker reassignment
by: Boeddeker, Christoph, et al.
Published: (2024)

Meeting Recognition with Continuous Speech Separation and Transcription-Supported Diarization
by: von Neumann, Thilo, et al.
Published: (2023)

On the Application of Diffusion Models for Simultaneous Denoising and Dereverberation
by: Meise, Adrian, et al.
Published: (2025)

Geodesic interpolation of frame-wise speaker embeddings for the diarization of meeting scenarios
by: Cord-Landwehr, Tobias, et al.
Published: (2024)

Speech Quality Embeddings for Improved Detection and Classification of Degradations in Speech Signals
by: Kuhlmann, Michael, et al.
Published: (2026)

Loose coupling of spectral and spatial models for multi-channel diarization and enhancement of meetings in dynamic environments
by: Meise, Adrian, et al.
Published: (2026)

TS-SEP: Joint Diarization and Separation Conditioned on Estimated Speaker Embeddings
by: Boeddeker, Christoph, et al.
Published: (2023)

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

Spatio-spectral diarization of meetings by combining TDOA-based segmentation and speaker embedding-based clustering
by: Cord-Landwehr, Tobias, et al.
Published: (2025)

MeetEval: A Toolkit for Computation of Word Error Rates for Meeting Transcription Systems
by: von Neumann, Thilo, et al.
Published: (2023)

Word Error Rate Definitions and Algorithms for Long-Form Multi-talker Speech Recognition
by: von Neumann, Thilo, et al.
Published: (2025)

Combining TF-GridNet and Mixture Encoder for Continuous Speech Separation for Meeting Transcription
by: Vieting, Peter, et al.
Published: (2023)

Microphone Array Signal Processing and Deep Learning for Speech Enhancement
by: Haeb-Umbach, Reinhold, et al.
Published: (2025)

Error Analysis in a Modular Meeting Transcription System
by: Vieting, Peter, et al.
Published: (2025)

Diminishing Domain Mismatch for DNN-Based Acoustic Distance Estimation via Stochastic Room Reverberation Models
by: Gburrek, Tobias, et al.
Published: (2024)

Disentangling Pitch and Creak for Speaker Identity Preservation in Speech Synthesis
by: Rautenberg, Frederik, et al.
Published: (2026)

Towards Frame-level Quality Predictions of Synthetic Speech
by: Kuhlmann, Michael, et al.
Published: (2025)

Speech Quality-Based Localization of Low-Quality Speech and Text-to-Speech Synthesis Artefacts
by: Kuhlmann, Michael, et al.
Published: (2026)

30+ Years of Source Separation Research: Achievements and Future Challenges
by: Araki, Shoko, et al.
Published: (2025)

Synthesizing speech with selected perceptual voice qualities - A case study with creaky voice
by: Rautenberg, Frederik, et al.
Published: (2025)

Speaker and Style Disentanglement of Speech Based on Contrastive Predictive Coding Supported Factorized Variational Autoencoder
by: Xie, Yuying, et al.
Published: (2024)

Speech Synthesis along Perceptual Voice Quality Dimensions
by: Rautenberg, Frederik, 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)

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

On the Use of Self-Supervised Representation Learning for Speaker Diarization and Separation
by: Baroudi, Séverin, et al.
Published: (2025)

Spatial-Temporal Activity-Informed Diarization and Separation
by: Hsu, Yicheng, et al.
Published: (2024)

Predictive-Generative Drift Decomposition for Speech Enhancement and Separation
by: Richter, Julius, et al.
Published: (2026)

Towards Unsupervised Speaker Diarization System for Multilingual Telephone Calls Using Pre-trained Whisper Model and Mixture of Sparse Autoencoders
by: Lam, Phat, 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)

cSTMM: A Unified Complex Spherical Student's $t$ Mixture Model for Directional Statistics in Mask-Based Blind Speech Separation
by: Ito, Nobutaka
Published: (2026)

Incorporating Spatial Cues in Modular Speaker Diarization for Multi-channel Multi-party Meetings
by: Wang, Ruoyu, et al.
Published: (2024)

Neural Blind Source Separation and Diarization for Distant Speech Recognition
by: Bando, Yoshiaki, et al.
Published: (2024)

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

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

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

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

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

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

Mixture to Mixture: Leveraging Close-talk Mixtures as Weak-supervision for Speech Separation
by: Wang, Zhong-Qiu
Published: (2024)

VBx for End-to-End Neural and Clustering-based Diarization
by: Pálka, Petr, et al.
Published: (2025)