speech representation learning

SpidR-Adapt: A Universal Speech Representation Model for Few-Shot Adaptation ACL 2026 DuRep: Dual-Mode Speech Representation Learning via ASR-Aware Distillation Interspeech 2025 HYFuse: Aligning Heterogeneous Speech Pre-Trained Representations in Hyperbolic Space for Speech Emotion Recognition Interspeech 2025 Iterative Refinement, Not Training Objective, Makes HuBERT Behave Differently from wav2vec 2.0 Interspeech 2025 Layer-wise Minimal Pair Probing Reveals Contextual Grammatical-Conceptual Hierarchy in Speech Representations EMNLP 2025 Representing Speech Through Autoregressive Prediction of Cochlear Tokens Interspeech 2025 Universal Semantic Disentangled Privacy-preserving Speech Representation Learning Interspeech 2025 UniWav: Towards Unified Pre-training for Speech Representation Learning and Generation ICLR 2025 XLAVS-R: Cross-Lingual Audio-Visual Speech Representation Learning for Noise-Robust Speech Perception ACL 2024 Application of Knowledge Distillation to Multi-Task Speech Representation Learning Interspeech 2023 Aswat: Arabic Audio Dataset for Automatic Speech Recognition Using Speech-Representation Learning EMNLP 2023 CoBERT: Self-Supervised Speech Representation Learning Through Code Representation Learning Interspeech 2023 Label Aware Speech Representation Learning For Language Identification Interspeech 2023 LABERT: A Combination of Local Aggregation and Self-Supervised Speech Representation Learning for Detecting Informative Hidden Units in Low-Resource ASR Systems Interspeech 2023 MUST&P-SRL: Multi-lingual and Unified Syllabification in Text and Phonetic Domains for Speech Representation Learning EMNLP 2023 On the (In)Efficiency of Acoustic Feature Extractors for Self-Supervised Speech Representation Learning Interspeech 2023 wav2vec 2.0 ASR for Cantonese-Speaking Older Adults in a Clinical Setting Interspeech 2023 An Attention-Based Method for Guiding Attribute-Aligned Speech Representation Learning Interspeech 2022 Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech AAAI 2022 LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT Interspeech 2022 PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition NeurIPS 2021 Self-Supervised Learning Based Phone-Fortified Speech Enhancement Interspeech 2021 Speech Representation Learning Combining Conformer CPC with Deep Cluster for the ZeroSpeech Challenge 2021 Interspeech 2021 Speech SimCLR: Combining Contrastive and Reconstruction Objective for Self-Supervised Speech Representation Learning Interspeech 2021 The Zero Resource Speech Challenge 2021: Spoken Language Modelling Interspeech 2021