| UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-Training | Oct 12, 2021 | Data AugmentationMulti-Task Learning | CodeCode Available | 1 | 5 |
| DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning | May 17, 2023 | ClusteringLanguage Modeling | CodeCode Available | 1 | 5 |
| Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate Users | Apr 27, 2021 | Language IdentificationRepresentation Learning | CodeCode Available | 1 | 5 |
| XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale | Nov 17, 2021 | Language IdentificationRepresentation Learning | CodeCode Available | 1 | 5 |
| Supervised Speech Representation Learning for Parkinson's Disease Classification | Jun 1, 2021 | ClassificationRepresentation Learning | CodeCode Available | 1 | 5 |
| SLICER: Learning universal audio representations using low-resource self-supervised pre-training | Nov 2, 2022 | Audio ClassificationClustering | CodeCode Available | 1 | 5 |
| Fast Development of ASR in African Languages using Self Supervised Speech Representation Learning | Mar 16, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT | Mar 29, 2022 | AllAutomatic Speech Recognition | CodeCode Available | 1 | 5 |
| HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units | Jun 14, 2021 | ClusteringLanguage Modelling | CodeCode Available | 1 | 5 |
| Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning | Apr 8, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 0 | 5 |
| A multimodal dynamical variational autoencoder for audiovisual speech representation learning | May 5, 2023 | DenoisingDisentanglement | CodeCode Available | 0 | 5 |
| Deep Neural Convolutive Matrix Factorization for Articulatory Representation Decomposition | Apr 1, 2022 | Phoneme RecognitionRepresentation Learning | CodeCode Available | 0 | 5 |
| Sampling strategies in Siamese Networks for unsupervised speech representation learning | Apr 30, 2018 | Representation LearningSpeech Representation Learning | CodeCode Available | 0 | 5 |
| Pretext Tasks selection for multitask self-supervised speech representation learning | Jul 1, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 | 5 |
| Conditional independence for pretext task selection in Self-supervised speech representation learning | Apr 15, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 | 5 |
| An Efficient End-to-End Approach to Noise Invariant Speech Features via Multi-Task Learning | Mar 13, 2024 | DenoisingKnowledge Distillation | CodeCode Available | 0 | 5 |
| MUST&P-SRL: Multi-lingual and Unified Syllabification in Text and Phonetic Domains for Speech Representation Learning | Oct 17, 2023 | DisentanglementRepresentation Learning | CodeCode Available | 0 | 5 |
| A low latency attention module for streaming self-supervised speech representation learning | Feb 27, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 | 5 |
| mHuBERT-147: A Compact Multilingual HuBERT Model | Jun 10, 2024 | Automatic Speech Recognition (ASR)Diversity | CodeCode Available | 0 | 5 |
| DistilHuBERT: Speech Representation Learning by Layer-wise Distillation of Hidden-unit BERT | Oct 5, 2021 | Multi-Task LearningRepresentation Learning | CodeCode Available | 0 | 5 |
| Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders | Oct 25, 2019 | General ClassificationRepresentation Learning | CodeCode Available | 0 | 5 |
| PADA: Pruning Assisted Domain Adaptation for Self-Supervised Speech Representations | Mar 31, 2022 | Domain AdaptationLanguage Modelling | CodeCode Available | 0 | 5 |
| Disentangled Speech Representation Learning for One-Shot Cross-lingual Voice Conversion Using β-VAE | Oct 25, 2022 | DisentanglementRepresentation Learning | —Unverified | 0 | 0 |
| Disentangled Speech Representation Learning Based on Factorized Hierarchical Variational Autoencoder with Self-Supervised Objective | Apr 5, 2022 | DisentanglementRepresentation Learning | —Unverified | 0 | 0 |
| Disentangled Feature Learning for Real-Time Neural Speech Coding | Nov 22, 2022 | DisentanglementRepresentation Learning | —Unverified | 0 | 0 |
