| Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction | Oct 28, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Speech Representation Learning Through Self-supervised Pretraining And Multi-task Finetuning | Oct 18, 2021 | Multi-Task LearningRepresentation Learning | —Unverified | 0 |
| Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks | Oct 14, 2021 | Audio ClassificationRepresentation Learning | —Unverified | 0 |
| UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-Training | Oct 12, 2021 | Data AugmentationMulti-Task Learning | CodeCode Available | 1 |
| DistilHuBERT: Speech Representation Learning by Layer-wise Distillation of Hidden-unit BERT | Oct 5, 2021 | Multi-Task LearningRepresentation Learning | CodeCode Available | 0 |
| W2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-Training | Aug 7, 2021 | Contrastive LearningLanguage Modeling | CodeCode Available | 3 |
| An Adapter Based Pre-Training for Efficient and Scalable Self-Supervised Speech Representation Learning | Jul 26, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Pretext Tasks selection for multitask self-supervised speech representation learning | Jul 1, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units | Jun 14, 2021 | ClusteringLanguage Modelling | CodeCode Available | 1 |
| PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition | Jun 10, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
