Cover Image

WavShape: Information-Theoretic Speech Representation Learning for Fair and Privacy-Aware Audio Processing

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Baser, Oguzhan, Tanriverdi, Ahmet Ege, Kale, Kaan, Chinchali, Sandeep P., Vishwanath, Sriram
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

SecureSpectra: Safeguarding Digital Identity from Deep Fake Threats via Intelligent Signatures
by: Baser, Oguzhan, et al.
Published: (2024)

Examining the Interplay Between Privacy and Fairness for Speech Processing: A Review and Perspective
by: Leschanowsky, Anna, et al.
Published: (2024)

Wav2Small: Distilling Wav2Vec2 to 72K parameters for Low-Resource Speech emotion recognition
by: Kounadis-Bastian, Dionyssos, 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)

WavMark: Watermarking for Audio Generation
by: Chen, Guangyu, et al.
Published: (2023)

UniWav: Towards Unified Pre-training for Speech Representation Learning and Generation
by: Liu, Alexander H., et al.
Published: (2025)

Adapting WavLM for Speech Emotion Recognition
by: Diatlova, Daria, et al.
Published: (2024)

Textless and Non-Parallel Speech-to-Speech Emotion Style Transfer
by: Dutta, Soumya, et al.
Published: (2025)

Wav2Prompt: End-to-End Speech Prompt Generation and Tuning For LLM in Zero and Few-shot Learning
by: Deng, Keqi, et al.
Published: (2024)

Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR
by: Hu, Yuchen, et al.
Published: (2023)

Quality of Automatic Speech Recognition -- Polish Language case study -- from Wav2Vec to Scribe ElevenLabs
by: Pietroń, Marcin, et al.
Published: (2026)

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM
by: Sun, Zhaokai, et al.
Published: (2025)

AV2Wav: Diffusion-Based Re-synthesis from Continuous Self-supervised Features for Audio-Visual Speech Enhancement
by: Chou, Ju-Chieh, et al.
Published: (2023)

DAIEN-TTS: Disentangled Audio Infilling for Environment-Aware Text-to-Speech Synthesis
by: Lu, Ye-Xin, et al.
Published: (2025)

Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders
by: Shan, Weiqiao, et al.
Published: (2025)

Quantifying Dimensional Independence in Speech: An Information-Theoretic Framework for Disentangled Representation Learning
by: Kashyap, Bipasha, et al.
Published: (2026)

Audio-Visual Representation Learning via Knowledge Distillation from Speech Foundation Models
by: Zhang, Jing-Xuan, et al.
Published: (2025)

Rethinking Continual Learning for Speech and Audio: A Representation-Centric Taxonomy and Open Problems
by: Xiao, Yang, et al.
Published: (2026)

Toward Fair Speech Technologies: A Comprehensive Survey of Bias and Fairness in Speech AI
by: Lin, Yi-Cheng, et al.
Published: (2026)

WavRAG: Audio-Integrated Retrieval Augmented Generation for Spoken Dialogue Models
by: Chen, Yifu, et al.
Published: (2025)

Exploring WavLM Back-ends for Speech Spoofing and Deepfake Detection
by: Stourbe, Theophile, et al.
Published: (2024)

PhonemeFake: Redefining Deepfake Realism with Language-Driven Segmental Manipulation and Adaptive Bilevel Detection
by: Baser, Oguzhan, et al.
Published: (2025)

Zero Shot Audio to Audio Emotion Transfer With Speaker Disentanglement
by: Dutta, Soumya, et al.
Published: (2024)

Discrete Audio Representations for Automated Audio Captioning
by: Tian, Jingguang, et al.
Published: (2025)

Emotion-Aware Speech Self-Supervised Representation Learning with Intensity Knowledge
by: Liu, Rui, et al.
Published: (2024)

Robust Audio-Visual Speech Enhancement: Correcting Misassignments in Complex Environments with Advanced Post-Processing
by: Ren, Wenze, et al.
Published: (2024)

Eta-WavLM: Efficient Speaker Identity Removal in Self-Supervised Speech Representations Using a Simple Linear Equation
by: Ruggiero, Giuseppe, et al.
Published: (2025)

Towards Privacy-Preserving Audio Classification Systems
by: Chhaglani, Bhawana, et al.
Published: (2024)

Beyond Video-to-SFX: Video to Audio Synthesis with Environmentally Aware Speech
by: Niu, Xinlei, et al.
Published: (2025)

Compositional Audio Representation Learning
by: Sridhar, Sripathi, et al.
Published: (2024)

Retrieval Augmented Generation in Prompt-based Text-to-Speech Synthesis with Context-Aware Contrastive Language-Audio Pretraining
by: Xue, Jinlong, et al.
Published: (2024)

Enhancing Crowdsourced Audio for Text-to-Speech Models
by: Giraldo, José, et al.
Published: (2024)

Investigating Neural Audio Codecs for Speech Language Model-Based Speech Generation
by: Li, Jiaqi, et al.
Published: (2024)

Fair-Gate: Fairness-Aware Interpretable Risk Gating for Sex-Fair Voice Biometrics
by: Qu, Yangyang, et al.
Published: (2026)

Spoofing-Robust Speaker Verification Using Parallel Embedding Fusion: BTU Speech Group's Approach for ASVspoof5 Challenge
by: Kurnaz, Oğuzhan, et al.
Published: (2024)

WavJEPA: Semantic learning unlocks robust audio foundation models for raw waveforms
by: Yuksel, Goksenin, et al.
Published: (2025)

USAD: Universal Speech and Audio Representation via Distillation
by: Chang, Heng-Jui, et al.
Published: (2025)

Audio Fingerprinting with Holographic Reduced Representations
by: Fujita, Yusuke, et al.
Published: (2024)

Uncovering the Visual Contribution in Audio-Visual Speech Recognition
by: Lin, Zhaofeng, et al.
Published: (2024)

Over-the-air White-box Attack on the Wav2Vec Speech Recognition Neural Network
by: Alexey, Protopopov
Published: (2026)