Eta-WavLM: Efficient Speaker Identity Removal in Self-Supervised Speech Representations Using a Simple Linear Equation
Fuente:
arXiv
Saved in:
| Main Authors: | Ruggiero, Giuseppe, Testa, Matteo, Van de Walle, Jurgen, Di Caro, Luigi |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Enhancing Polyglot Voices by Leveraging Cross-Lingual Fine-Tuning in Any-to-One Voice Conversion
by: Ruggiero, Giuseppe, et al.
Published: (2024)
by: Ruggiero, Giuseppe, et al.
Published: (2024)
Adapting WavLM for Speech Emotion Recognition
by: Diatlova, Daria, et al.
Published: (2024)
by: Diatlova, Daria, et al.
Published: (2024)
Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM
by: Sun, Zhaokai, et al.
Published: (2025)
by: Sun, Zhaokai, et al.
Published: (2025)
Exploring WavLM Back-ends for Speech Spoofing and Deepfake Detection
by: Stourbe, Theophile, et al.
Published: (2024)
by: Stourbe, Theophile, et al.
Published: (2024)
Frame-Aligned Fusion of Canary and WavLM for Non-Intrusive Intelligibility Prediction of Hearing-Aid-Processed Speech
by: Nakazawa, Kazushi
Published: (2026)
by: Nakazawa, Kazushi
Published: (2026)
SA-WavLM: Speaker-Aware Self-Supervised Pre-training for Mixture Speech
by: Lin, Jingru, et al.
Published: (2024)
by: Lin, Jingru, et al.
Published: (2024)
XWSB: A Blend System Utilizing XLS-R and WavLM with SLS Classifier detection system for SVDD 2024 Challenge
by: Zhang, Qishan, et al.
Published: (2024)
by: Zhang, Qishan, et al.
Published: (2024)
Audio is all in one: speech-driven gesture synthetics using WavLM pre-trained model
by: Zhang, Fan, et al.
Published: (2023)
by: Zhang, Fan, et al.
Published: (2023)
WavLM model ensemble for audio deepfake detection
by: Combei, David, et al.
Published: (2024)
by: Combei, David, et al.
Published: (2024)
Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features?
by: Aldeneh, Zakaria, et al.
Published: (2024)
by: Aldeneh, Zakaria, et al.
Published: (2024)
Audio Deepfake Detection with Self-Supervised WavLM and Multi-Fusion Attentive Classifier
by: Guo, Yinlin, et al.
Published: (2023)
by: Guo, Yinlin, et al.
Published: (2023)
PASE: Leveraging the Phonological Prior of WavLM for Low-Hallucination Generative Speech Enhancement
by: Rong, Xiaobin, et al.
Published: (2025)
by: Rong, Xiaobin, et al.
Published: (2025)
A Large-Scale Probing Analysis of Speaker-Specific Attributes in Self-Supervised Speech Representations
by: Chiu, Aemon Yat Fei, et al.
Published: (2025)
by: Chiu, Aemon Yat Fei, 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)
Wav2Small: Distilling Wav2Vec2 to 72K parameters for Low-Resource Speech emotion recognition
by: Kounadis-Bastian, Dionyssos, et al.
Published: (2024)
by: Kounadis-Bastian, Dionyssos, 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)
Simulating Native Speaker Shadowing for Nonnative Speech Assessment with Latent Speech Representations
by: Geng, Haopeng, et al.
Published: (2024)
by: Geng, Haopeng, et al.
Published: (2024)
Removing Speaker Information from Speech Representation using Variable-Length Soft Pooling
by: Hwang, Injune, et al.
Published: (2024)
by: Hwang, Injune, et al.
Published: (2024)
UniWav: Towards Unified Pre-training for Speech Representation Learning and Generation
by: Liu, Alexander H., et al.
Published: (2025)
by: Liu, Alexander H., et al.
Published: (2025)
Investigation of Speaker Representation for Target-Speaker Speech Processing
by: Ashihara, Takanori, et al.
Published: (2024)
by: Ashihara, Takanori, et al.
Published: (2024)
Self-Distillation Prototypes Network: Learning Robust Speaker Representations without Supervision
by: Chen, Yafeng, et al.
Published: (2024)
by: Chen, Yafeng, et al.
Published: (2024)
Self-Distillation Prototypes Network: Learning Robust Speaker Representations without Supervision
by: Chen, Yafeng, et al.
Published: (2023)
by: Chen, Yafeng, et al.
Published: (2023)
SLAP: Learning Speaker and Health-Related Representations from Natural Language Supervision
by: Ando, Angelika, et al.
Published: (2025)
by: Ando, Angelika, et al.
Published: (2025)
WavShape: Information-Theoretic Speech Representation Learning for Fair and Privacy-Aware Audio Processing
by: Baser, Oguzhan, et al.
Published: (2025)
by: Baser, Oguzhan, et al.
Published: (2025)
Multi-Level Speaker Representation for Target Speaker Extraction
by: Zhang, Ke, et al.
Published: (2024)
by: Zhang, Ke, et al.
Published: (2024)
Learning Emotion-Invariant Speaker Representations for Speaker Verification
by: Tian, Jingguang, et al.
Published: (2025)
by: Tian, Jingguang, et al.
Published: (2025)
NanoVoice: Efficient Speaker-Adaptive Text-to-Speech for Multiple Speakers
by: Park, Nohil, et al.
Published: (2024)
by: Park, Nohil, et al.
Published: (2024)
Speaker Recognition Using Isomorphic Graph Attention Network Based Pooling on Self-Supervised Representation
by: Ge, Zirui, et al.
Published: (2023)
by: Ge, Zirui, et al.
Published: (2023)
Wav2Prompt: End-to-End Speech Prompt Generation and Tuning For LLM in Zero and Few-shot Learning
by: Deng, Keqi, et al.
Published: (2024)
by: Deng, Keqi, et al.
Published: (2024)
STSM-FiLM: A FiLM-Conditioned Neural Architecture for Time-Scale Modification of Speech
by: Wisnu, Dyah A. M. G., et al.
Published: (2025)
by: Wisnu, Dyah A. M. G., 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)
Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR
by: Hu, Yuchen, et al.
Published: (2023)
by: Hu, Yuchen, et al.
Published: (2023)
Speaker Diarization for Low-Resource Languages Through Wav2vec Fine-Tuning
by: Abdullah, Abdulhady Abas, et al.
Published: (2025)
by: Abdullah, Abdulhady Abas, et al.
Published: (2025)
Quality of Automatic Speech Recognition -- Polish Language case study -- from Wav2Vec to Scribe ElevenLabs
by: Pietroń, Marcin, et al.
Published: (2026)
by: Pietroń, Marcin, et al.
Published: (2026)
Leveraging Self-Supervised Learning for Speaker Diarization
by: Han, Jiangyu, et al.
Published: (2024)
by: Han, Jiangyu, et al.
Published: (2024)
Xi+: Uncertainty Supervision for Robust Speaker Embedding
by: Li, Junjie, et al.
Published: (2025)
by: Li, Junjie, et al.
Published: (2025)
Enhancing Zero-Shot Multi-Speaker TTS with Negated Speaker Representations
by: Jeon, Yejin, et al.
Published: (2024)
by: Jeon, Yejin, et al.
Published: (2024)
Comparison of Self-Supervised Speech Pre-Training Methods on Flemish Dutch
by: Poncelet, Jakob, et al.
Published: (2021)
by: Poncelet, Jakob, et al.
Published: (2021)
Refining Self-Supervised Learnt Speech Representation using Brain Activations
by: Li, Hengyu, et al.
Published: (2024)
by: Li, Hengyu, et al.
Published: (2024)
Emotion-Aware Speech Self-Supervised Representation Learning with Intensity Knowledge
by: Liu, Rui, et al.
Published: (2024)
by: Liu, Rui, et al.
Published: (2024)
Similar Items
-
Enhancing Polyglot Voices by Leveraging Cross-Lingual Fine-Tuning in Any-to-One Voice Conversion
by: Ruggiero, Giuseppe, et al.
Published: (2024) -
Adapting WavLM for Speech Emotion Recognition
by: Diatlova, Daria, et al.
Published: (2024) -
Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM
by: Sun, Zhaokai, et al.
Published: (2025) -
Exploring WavLM Back-ends for Speech Spoofing and Deepfake Detection
by: Stourbe, Theophile, et al.
Published: (2024) -
Frame-Aligned Fusion of Canary and WavLM for Non-Intrusive Intelligibility Prediction of Hearing-Aid-Processed Speech
by: Nakazawa, Kazushi
Published: (2026)