speech representation

Non-parallel Accent Transfer based on Fine-grained Controllable Accent Modelling EMNLP 2023 On-Device Constrained Self-Supervised Speech Representation Learning for Keyword Spotting via Knowledge Distillation Interspeech 2023 Privacy-preserving Representation Learning for Speech Understanding Interspeech 2023 Probing Speech Quality Information in ASR Systems Interspeech 2023 Pushing the Limits of Unsupervised Unit Discovery for SSL Speech Representation Interspeech 2023 Robust Self Supervised Speech Embeddings for Child-Adult Classification in Interactions involving Children with Autism Interspeech 2023 Semantic Enrichment Towards Efficient Speech Representations Interspeech 2023 SpeechGLUE: How Well Can Self-Supervised Speech Models Capture Linguistic Knowledge? Interspeech 2023 Task-Agnostic Structured Pruning of Speech Representation Models Interspeech 2023 Unsupervised Learning of Discrete Latent Representations with Data-Adaptive Dimensionality from Continuous Speech Streams Interspeech 2023 What do self-supervised speech representations encode? An analysis of languages, varieties, speaking styles and speakers Interspeech 2023 Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning Interspeech 2022 Automatic Pronunciation Assessment using Self-Supervised Speech Representation Learning Interspeech 2022 Autoregressive Co-Training for Learning Discrete Speech Representation Interspeech 2022 Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech AAAI 2022 Comparison of Models for Detecting Off-Putting Speaking Styles Interspeech 2022 ContentVec: An Improved Self-Supervised Speech Representation by Disentangling Speakers ICML 2022 Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition Interspeech 2022 Deep Neural Convolutive Matrix Factorization for Articulatory Representation Decomposition Interspeech 2022 Deep versus Wide: An Analysis of Student Architectures for Task-Agnostic Knowledge Distillation of Self-Supervised Speech Models Interspeech 2022 Domain Adversarial Self-Supervised Speech Representation Learning for Improving Unknown Domain Downstream Tasks Interspeech 2022 Domain-Informed Probing of wav2vec 2.0 Embeddings for Phonetic Features NAACL 2022 Exploring the influence of fine-tuning data on wav2vec 2.0 model for blind speech quality prediction Interspeech 2022 FaceFormer: Speech-Driven 3D Facial Animation With Transformers CVPR 2022 Federated Self-supervised Speech Representations: Are We There Yet? Interspeech 2022