Speaker Disentanglement of Speech Pre-trained Model Based on Interpretability
Fuente:
arXiv
Saved in:
| Main Authors: | Zhu, Xiaoxu, Li, Junhua, Li, Aaron J., Yao, Guangchao, Yu, Xiaojie |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Generating Speakers by Prompting Listener Impressions for Pre-trained Multi-Speaker Text-to-Speech Systems
by: Chen, Zhengyang, et al.
Published: (2024)
by: Chen, Zhengyang, et al.
Published: (2024)
Multi-Scale Accent Modeling and Disentangling for Multi-Speaker Multi-Accent Text-to-Speech Synthesis
by: Zhou, Xuehao, et al.
Published: (2024)
by: Zhou, Xuehao, et al.
Published: (2024)
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement
by: Huang, Ziling, et al.
Published: (2025)
by: Huang, Ziling, et al.
Published: (2025)
Efficient Adapter Tuning of Pre-trained Speech Models for Automatic Speaker Verification
by: Sang, Mufan, et al.
Published: (2024)
by: Sang, Mufan, et al.
Published: (2024)
Bridging the Gap: Integrating Pre-trained Speech Enhancement and Recognition Models for Robust Speech Recognition
by: Wang, Kuan-Chen, et al.
Published: (2024)
by: Wang, Kuan-Chen, et al.
Published: (2024)
Target Speech Extraction with Pre-trained Self-supervised Learning Models
by: Peng, Junyi, et al.
Published: (2024)
by: Peng, Junyi, et al.
Published: (2024)
Emotional Styles Hide in Deep Speaker Embeddings: Disentangle Deep Speaker Embeddings for Speaker Clustering
by: Lin, Chaohao, et al.
Published: (2025)
by: Lin, Chaohao, et al.
Published: (2025)
Disentangling Speakers in Multi-Talker Speech Recognition with Speaker-Aware CTC
by: Kang, Jiawen, et al.
Published: (2024)
by: Kang, Jiawen, et al.
Published: (2024)
PhiNet: Speaker Verification with Phonetic Interpretability
by: Ma, Yi, et al.
Published: (2026)
by: Ma, Yi, et al.
Published: (2026)
Adapting General Disentanglement-Based Speaker Anonymization for Enhanced Emotion Preservation
by: Miao, Xiaoxiao, et al.
Published: (2024)
by: Miao, Xiaoxiao, et al.
Published: (2024)
Progressive Residual Extraction based Pre-training for Speech Representation Learning
by: Wang, Tianrui, et al.
Published: (2024)
by: Wang, Tianrui, et al.
Published: (2024)
Target Speech Extraction with Pre-trained AV-HuBERT and Mask-And-Recover Strategy
by: Wu, Wenxuan, et al.
Published: (2024)
by: Wu, Wenxuan, et al.
Published: (2024)
DialoSpeech: Dual-Speaker Dialogue Generation with LLM and Flow Matching
by: Xie, Hanke, et al.
Published: (2025)
by: Xie, Hanke, et al.
Published: (2025)
Boosting Multi-Speaker Expressive Speech Synthesis with Semi-supervised Contrastive Learning
by: Zhu, Xinfa, et al.
Published: (2023)
by: Zhu, Xinfa, et al.
Published: (2023)
Structured Speaker-Deficiency Adaptation of Foundation Models for Dysarthric and Elderly Speech Recognition
by: Hu, Shujie, et al.
Published: (2024)
by: Hu, Shujie, et al.
Published: (2024)
A Study of Data Selection Strategies for Pre-training Self-Supervised Speech Models
by: Whetten, Ryan, et al.
Published: (2026)
by: Whetten, Ryan, et al.
Published: (2026)
Disentangled Representation Learning for Environment-agnostic Speaker Recognition
by: Nam, KiHyun, et al.
Published: (2024)
by: Nam, KiHyun, et al.
Published: (2024)
Disentangling the Prosody and Semantic Information with Pre-trained Model for In-Context Learning based Zero-Shot Voice Conversion
by: Chen, Zhengyang, et al.
Published: (2024)
by: Chen, Zhengyang, et al.
Published: (2024)
Generative Pre-trained Speech Language Model with Efficient Hierarchical Transformer
by: Zhu, Yongxin, et al.
Published: (2024)
by: Zhu, Yongxin, et al.
Published: (2024)
The DKU System for Multi-Speaker Automatic Speech Recognition in MLC-SLM Challenge
by: Lin, Yuke, et al.
Published: (2025)
by: Lin, Yuke, et al.
Published: (2025)
Multichannel Long-Term Streaming Neural Speech Enhancement for Static and Moving Speakers
by: Quan, Changsheng, et al.
Published: (2024)
by: Quan, Changsheng, et al.
Published: (2024)
NanoVoice: Efficient Speaker-Adaptive Text-to-Speech for Multiple Speakers
by: Park, Nohil, et al.
Published: (2024)
by: Park, Nohil, et al.
Published: (2024)
On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition
by: HU, Shujie, et al.
Published: (2025)
by: HU, Shujie, et al.
Published: (2025)
DART: Disentanglement of Accent and Speaker Representation in Multispeaker Text-to-Speech
by: Melechovsky, Jan, et al.
Published: (2024)
by: Melechovsky, Jan, et al.
Published: (2024)
PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches For Speech Emotion Recognition Using Pre-trained Speech Models
by: Feng, Tiantian, et al.
Published: (2023)
by: Feng, Tiantian, et al.
Published: (2023)
Interpreting the Dimensions of Speaker Embedding Space
by: Huckvale, Mark
Published: (2025)
by: Huckvale, Mark
Published: (2025)
Attractor-Based Speech Separation of Multiple Utterances by Unknown Number of Speakers
by: Wang, Yuzhu, et al.
Published: (2025)
by: Wang, Yuzhu, et al.
Published: (2025)
Adaptive Data Augmentation with NaturalSpeech3 for Far-field Speaker Verification
by: Zhang, Li, et al.
Published: (2025)
by: Zhang, Li, et al.
Published: (2025)
Beyond Speaker Identity: Text Guided Target Speech Extraction
by: Huo, Mingyue, et al.
Published: (2025)
by: Huo, Mingyue, et al.
Published: (2025)
Zero-Shot vs. Few-Shot Multi-Speaker TTS Using Pre-trained Czech SpeechT5 Model
by: Lehečka, Jan, et al.
Published: (2024)
by: Lehečka, Jan, et al.
Published: (2024)
Efficient Speech Enhancement via Embeddings from Pre-trained Generative Audioencoders
by: Sun, Xingwei, et al.
Published: (2025)
by: Sun, Xingwei, et al.
Published: (2025)
MiniMax-Speech: Intrinsic Zero-Shot Text-to-Speech with a Learnable Speaker Encoder
by: Zhang, Bowen, et al.
Published: (2025)
by: Zhang, Bowen, et al.
Published: (2025)
Vox-Profile: A Speech Foundation Model Benchmark for Characterizing Diverse Speaker and Speech Traits
by: Feng, Tiantian, et al.
Published: (2025)
by: Feng, Tiantian, et al.
Published: (2025)
Enhancing Pre-trained ASR System Fine-tuning for Dysarthric Speech Recognition using Adversarial Data Augmentation
by: Wang, Huimeng, et al.
Published: (2024)
by: Wang, Huimeng, et al.
Published: (2024)
Joint Speaker Features Learning for Audio-visual Multichannel Speech Separation and Recognition
by: Li, Guinan, et al.
Published: (2024)
by: Li, Guinan, et al.
Published: (2024)
Resource-Efficient Adaptation of Speech Foundation Models for Multi-Speaker ASR
by: Wang, Weiqing, et al.
Published: (2024)
by: Wang, Weiqing, et al.
Published: (2024)
ASRRL-TTS: Agile Speaker Representation Reinforcement Learning for Text-to-Speech Speaker Adaptation
by: Fu, Ruibo, et al.
Published: (2024)
by: Fu, Ruibo, et al.
Published: (2024)
Speaker-Smoothed kNN Speaker Adaptation for End-to-End ASR
by: Li, Shaojun, et al.
Published: (2024)
by: Li, Shaojun, et al.
Published: (2024)
Unsupervised Single-Channel Speech Separation with a Diffusion Prior under Speaker-Embedding Guidance
by: Shi, Runwu, et al.
Published: (2025)
by: Shi, Runwu, et al.
Published: (2025)
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification
by: Sang, Mufan, et al.
Published: (2025)
by: Sang, Mufan, et al.
Published: (2025)
Similar Items
-
Generating Speakers by Prompting Listener Impressions for Pre-trained Multi-Speaker Text-to-Speech Systems
by: Chen, Zhengyang, et al.
Published: (2024) -
Multi-Scale Accent Modeling and Disentangling for Multi-Speaker Multi-Accent Text-to-Speech Synthesis
by: Zhou, Xuehao, et al.
Published: (2024) -
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement
by: Huang, Ziling, et al.
Published: (2025) -
Efficient Adapter Tuning of Pre-trained Speech Models for Automatic Speaker Verification
by: Sang, Mufan, et al.
Published: (2024) -
Bridging the Gap: Integrating Pre-trained Speech Enhancement and Recognition Models for Robust Speech Recognition
by: Wang, Kuan-Chen, et al.
Published: (2024)