speech representation

Towards Dog Bark Decoding: Leveraging Human Speech Processing for Automated Bark Classification COLING 2024 Towards Robust Speech Representation Learning for Thousands of Languages EMNLP 2024 Uncovering Syllable Constituents in the Self-Attention-Based Speech Representations of Whisper EMNLP 2024 An Information-Theoretic Analysis of Self-supervised Discrete Representations of Speech Interspeech 2023 Automated Multiple Sclerosis Screening Based on Encoded Speech Representations Interspeech 2023 BabySLM: language-acquisition-friendly benchmark of self-supervised spoken language models Interspeech 2023 CCSRD: Content-Centric Speech Representation Disentanglement Learning for End-to-End Speech Translation EMNLP 2023 CIF-PT: Bridging Speech and Text Representations for Spoken Language Understanding via Continuous Integrate-and-Fire Pre-Training ACL 2023 Classifying depression symptom severity: Assessment of speech representations in personalized and generalized machine learning models. Interspeech 2023 CoBERT: Self-Supervised Speech Representation Learning Through Code Representation Learning Interspeech 2023 DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning NeurIPS 2023 Disentangling Voice and Content with Self-Supervision for Speaker Recognition NeurIPS 2023 DistilXLSR: A Light Weight Cross-Lingual Speech Representation Model Interspeech 2023 Don’t Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters Interspeech 2023 Evaluating context-invariance in unsupervised speech representations Interspeech 2023 Exploration on HuBERT with Multiple Resolution Interspeech 2023 Exploring multi-task learning and data augmentation in dementia detection with self-supervised pretrained models Interspeech 2023 Fine-grained Artificial Neurons in Audio-transformers for Disentangling Neural Auditory Encoding ACL 2023 Improved Contextualized Speech Representations for Tonal Analysis Interspeech 2023 Investigating wav2vec2 context representations and the effects of fine-tuning, a case-study of a Finnish model Interspeech 2023 Jointly Learning Visual and Auditory Speech Representations from Raw Data ICLR 2023 Learning to Compute the Articulatory Representations of Speech with the MIRRORNET Interspeech 2023 Masked Modeling Duo for Speech: Specializing General-Purpose Audio Representation to Speech using Denoising Distillation Interspeech 2023 ML-SUPERB: Multilingual Speech Universal PERformance Benchmark Interspeech 2023 MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets Interspeech 2023