| ERNIE-SAT: Speech and Text Joint Pretraining for Cross-Lingual Multi-Speaker Text-to-Speech | Nov 7, 2022 | Representation LearningSpeech Representation Learning | CodeCode Available | 6 |
| W2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-Training | Aug 7, 2021 | Contrastive LearningLanguage Modeling | CodeCode Available | 3 |
| Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction | Jan 5, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 2 |
| Robust Self-Supervised Audio-Visual Speech Recognition | Jan 5, 2022 | Audio-Visual Speech RecognitionAutomatic Speech Recognition | CodeCode Available | 2 |
| Robust Data2vec: Noise-robust Speech Representation Learning for ASR by Combining Regression and Improved Contrastive Learning | Oct 27, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Speech SIMCLR: Combining Contrastive and Reconstruction Objective for Self-supervised Speech Representation Learning | Oct 27, 2020 | Emotion RecognitionRepresentation Learning | CodeCode Available | 1 |
| Structured Pruning of Self-Supervised Pre-trained Models for Speech Recognition and Understanding | Feb 27, 2023 | Model CompressionRepresentation Learning | CodeCode Available | 1 |
| Fast-HuBERT: An Efficient Training Framework for Self-Supervised Speech Representation Learning | Sep 25, 2023 | Representation LearningSelf-Supervised Learning | CodeCode Available | 1 |
| Multi-Task Corrupted Prediction for Learning Robust Audio-Visual Speech Representation | Jan 23, 2025 | Audio-Visual Speech RecognitionMulti-Task Learning | CodeCode Available | 1 |
| MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets | Nov 14, 2022 | Automatic Speech RecognitionMulti-Task Learning | CodeCode Available | 1 |
| data2vec-aqc: Search for the right Teaching Assistant in the Teacher-Student training setup | Nov 2, 2022 | Automatic Speech Recognition (ASR)Language Modeling | CodeCode Available | 1 |
| Robust Disentangled Variational Speech Representation Learning for Zero-shot Voice Conversion | Mar 30, 2022 | Data AugmentationDecoder | CodeCode Available | 1 |
| Self-Supervised Syllable Discovery Based on Speaker-Disentangled HuBERT | Sep 16, 2024 | Acoustic Unit DiscoveryClustering | CodeCode Available | 1 |
| SLICER: Learning universal audio representations using low-resource self-supervised pre-training | Nov 2, 2022 | Audio ClassificationClustering | CodeCode Available | 1 |
| CLARA: Multilingual Contrastive Learning for Audio Representation Acquisition | Oct 18, 2023 | Audio ClassificationContrastive Learning | CodeCode Available | 1 |
| FaceXHuBERT: Text-less Speech-driven E(X)pressive 3D Facial Animation Synthesis Using Self-Supervised Speech Representation Learning | Mar 9, 2023 | 3D Face AnimationRepresentation Learning | CodeCode Available | 1 |
| DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning | May 17, 2023 | ClusteringLanguage Modeling | CodeCode Available | 1 |
| A^3T: Alignment-Aware Acoustic and Text Pretraining for Speech Synthesis and Editing | Mar 18, 2022 | Representation LearningSpeaker Verification | CodeCode Available | 1 |
| EH-MAM: Easy-to-Hard Masked Acoustic Modeling for Self-Supervised Speech Representation Learning | Oct 17, 2024 | Representation LearningSelf-Supervised Learning | CodeCode Available | 1 |
| HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units | Jun 14, 2021 | ClusteringLanguage Modelling | CodeCode Available | 1 |
| An Unsupervised Autoregressive Model for Speech Representation Learning | Apr 5, 2019 | General Classificationmodel | CodeCode Available | 1 |
| LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT | Mar 29, 2022 | AllAutomatic Speech Recognition | CodeCode Available | 1 |
| 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 |
| DeCoAR 2.0: Deep Contextualized Acoustic Representations with Vector Quantization | Dec 11, 2020 | DiversityQuantization | CodeCode Available | 1 |
| QS-TTS: Towards Semi-Supervised Text-to-Speech Synthesis via Vector-Quantized Self-Supervised Speech Representation Learning | Aug 31, 2023 | Representation LearningSpeech Representation Learning | CodeCode Available | 1 |
