Efficient and Generalizable Speaker Diarization via Structured Pruning of Self-Supervised Models
Fuente:
arXiv
Saved in:
| Main Authors: | Han, Jiangyu, Pálka, Petr, Delcroix, Marc, Landini, Federico, Rohdin, Johan, Cernocký, Jan, Burget, Lukáš |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Fine-tune Before Structured Pruning: Towards Compact and Accurate Self-Supervised Models for Speaker Diarization
by: Han, Jiangyu, et al.
Published: (2025)
by: Han, Jiangyu, et al.
Published: (2025)
Leveraging Self-Supervised Learning for Speaker Diarization
by: Han, Jiangyu, et al.
Published: (2024)
by: Han, Jiangyu, et al.
Published: (2024)
Spatially Aware Self-Supervised Models for Multi-Channel Neural Speaker Diarization
by: Han, Jiangyu, et al.
Published: (2025)
by: Han, Jiangyu, et al.
Published: (2025)
VBx for End-to-End Neural and Clustering-based Diarization
by: Pálka, Petr, et al.
Published: (2025)
by: Pálka, Petr, et al.
Published: (2025)
Joint Training of Speaker Embedding Extractor, Speech and Overlap Detection for Diarization
by: Pálka, Petr, et al.
Published: (2024)
by: Pálka, Petr, et al.
Published: (2024)
Hybrid Pruning: In-Situ Compression of Self-Supervised Speech Models for Speaker Verification and Anti-Spoofing
by: Peng, Junyi, et al.
Published: (2025)
by: Peng, Junyi, et al.
Published: (2025)
DiCoW: Diarization-Conditioned Whisper for Target Speaker Automatic Speech Recognition
by: Polok, Alexander, et al.
Published: (2024)
by: Polok, Alexander, 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)
by: Polok, Alexander, et al.
Published: (2026)
On the Role of Spatial Features in Foundation-Model-Based Speaker Diarization
by: Deegen, Marc, et al.
Published: (2026)
by: Deegen, Marc, et al.
Published: (2026)
Do End-to-End Neural Diarization Attractors Need to Encode Speaker Characteristic Information?
by: Zhang, Lin, et al.
Published: (2024)
by: Zhang, Lin, et al.
Published: (2024)
DiaPer: End-to-End Neural Diarization with Perceiver-Based Attractors
by: Landini, Federico, et al.
Published: (2023)
by: Landini, Federico, et al.
Published: (2023)
BUT System for the MLC-SLM Challenge
by: Polok, Alexander, et al.
Published: (2025)
by: Polok, Alexander, et al.
Published: (2025)
From Modular to End-to-End Speaker Diarization
by: Landini, Federico
Published: (2024)
by: Landini, Federico
Published: (2024)
SE-DiCoW: Self-Enrolled Diarization-Conditioned Whisper
by: Polok, Alexander, et al.
Published: (2026)
by: Polok, Alexander, et al.
Published: (2026)
Pretraining Multi-Speaker Identification for Neural Speaker Diarization
by: Horiguchi, Shota, et al.
Published: (2025)
by: Horiguchi, Shota, et al.
Published: (2025)
Target Speaker ASR with Whisper
by: Polok, Alexander, et al.
Published: (2024)
by: Polok, Alexander, et al.
Published: (2024)
Analysis of ABC Frontend Audio Systems for the NIST-SRE24
by: Barahona, Sara, et al.
Published: (2025)
by: Barahona, Sara, et al.
Published: (2025)
Adapting Diarization-Conditioned Whisper for End-to-End Multi-Talker Speech Recognition
by: Kocour, Martin, et al.
Published: (2025)
by: Kocour, Martin, et al.
Published: (2025)
Challenging margin-based speaker embedding extractors by using the variational information bottleneck
by: Stafylakis, Themos, et al.
Published: (2024)
by: Stafylakis, Themos, et al.
Published: (2024)
Can We Really Repurpose Multi-Speaker ASR Corpus for Speaker Diarization?
by: Horiguchi, Shota, et al.
Published: (2025)
by: Horiguchi, Shota, et al.
Published: (2025)
Mamba-based Segmentation Model for Speaker Diarization
by: Plaquet, Alexis, et al.
Published: (2024)
by: Plaquet, Alexis, et al.
Published: (2024)
Improving Automatic Speech Recognition with Decoder-Centric Regularisation in Encoder-Decoder Models
by: Polok, Alexander, et al.
Published: (2024)
by: Polok, Alexander, et al.
Published: (2024)
CA-MHFA: A Context-Aware Multi-Head Factorized Attentive Pooling for SSL-Based Speaker Verification
by: Peng, Junyi, et al.
Published: (2024)
by: Peng, Junyi, et al.
Published: (2024)
On the Use of Self-Supervised Representation Learning for Speaker Diarization and Separation
by: Baroudi, Séverin, et al.
Published: (2025)
by: Baroudi, Séverin, et al.
Published: (2025)
Target Speech Extraction with Pre-trained Self-supervised Learning Models
by: Peng, Junyi, et al.
Published: (2024)
by: Peng, Junyi, et al.
Published: (2024)
DeCRED: Decoder-Centric Regularization for Encoder-Decoder Based Speech Recognition
by: Polok, Alexander, et al.
Published: (2025)
by: Polok, Alexander, et al.
Published: (2025)
Speaker Embeddings With Weakly Supervised Voice Activity Detection For Efficient Speaker Diarization
by: Thienpondt, Jenthe, et al.
Published: (2024)
by: Thienpondt, Jenthe, et al.
Published: (2024)
Beyond the Labels: Unveiling Text-Dependency in Paralinguistic Speech Recognition Datasets
by: Pešán, Jan, et al.
Published: (2024)
by: Pešán, Jan, et al.
Published: (2024)
TS-SUPERB: A Target Speech Processing Benchmark for Speech Self-Supervised Learning Models
by: Peng, Junyi, et al.
Published: (2025)
by: Peng, Junyi, et al.
Published: (2025)
Probing Self-supervised Learning Models with Target Speech Extraction
by: Peng, Junyi, et al.
Published: (2024)
by: Peng, Junyi, et al.
Published: (2024)
Unsupervised Speech Enhancement using Data-defined Priors
by: Klement, Dominik, et al.
Published: (2025)
by: Klement, Dominik, et al.
Published: (2025)
State-of-the-art Embeddings with Video-free Segmentation of the Source VoxCeleb Data
by: Barahona, Sara, et al.
Published: (2024)
by: Barahona, Sara, et al.
Published: (2024)
Bayesian Learning for Domain-Invariant Speaker Verification and Anti-Spoofing
by: Li, Jin, et al.
Published: (2025)
by: Li, Jin, et al.
Published: (2025)
Who Spoke What When? Evaluating Spoken Language Models for Conversational ASR with Semantic and Overlap-Aware Metrics
by: Tawara, Naohiro, et al.
Published: (2026)
by: Tawara, Naohiro, et al.
Published: (2026)
Data Efficient Child-Adult Speaker Diarization with Simulated Conversations
by: Xu, Anfeng, et al.
Published: (2024)
by: Xu, Anfeng, et al.
Published: (2024)
Mitigating Non-Target Speaker Bias in Guided Speaker Embedding
by: Horiguchi, Shota, et al.
Published: (2025)
by: Horiguchi, Shota, et al.
Published: (2025)
Meeting Recognition with Continuous Speech Separation and Transcription-Supported Diarization
by: von Neumann, Thilo, et al.
Published: (2023)
by: von Neumann, Thilo, et al.
Published: (2023)
Dissecting the Segmentation Model of End-to-End Diarization with Vector Clustering
by: Plaquet, Alexis, et al.
Published: (2025)
by: Plaquet, Alexis, et al.
Published: (2025)
BUT Systems and Analyses for the ASVspoof 5 Challenge
by: Rohdin, Johan, et al.
Published: (2024)
by: Rohdin, Johan, et al.
Published: (2024)
USED: Universal Speaker Extraction and Diarization
by: Ao, Junyi, et al.
Published: (2023)
by: Ao, Junyi, et al.
Published: (2023)
Similar Items
-
Fine-tune Before Structured Pruning: Towards Compact and Accurate Self-Supervised Models for Speaker Diarization
by: Han, Jiangyu, et al.
Published: (2025) -
Leveraging Self-Supervised Learning for Speaker Diarization
by: Han, Jiangyu, et al.
Published: (2024) -
Spatially Aware Self-Supervised Models for Multi-Channel Neural Speaker Diarization
by: Han, Jiangyu, et al.
Published: (2025) -
VBx for End-to-End Neural and Clustering-based Diarization
by: Pálka, Petr, et al.
Published: (2025) -
Joint Training of Speaker Embedding Extractor, Speech and Overlap Detection for Diarization
by: Pálka, Petr, et al.
Published: (2024)