| DeCoAR 2.0: Deep Contextualized Acoustic Representations with Vector Quantization | Dec 11, 2020 | DiversityQuantization | 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 |
| An Unsupervised Autoregressive Model for Speech Representation Learning | Apr 5, 2019 | General Classificationmodel | CodeCode Available | 1 |
| Unsupervised speech representation learning using WaveNet autoencoders | Jan 25, 2019 | Acoustic Unit DiscoveryDecoder | CodeCode Available | 1 |
| HYFuse: Aligning Heterogeneous Speech Pre-Trained Representations in Hyperbolic Space for Speech Emotion Recognition | Jun 3, 2025 | Emotion RecognitionRepresentation Learning | —Unverified | 0 |
| DuRep: Dual-Mode Speech Representation Learning via ASR-Aware Distillation | May 26, 2025 | Representation LearningSpeech Representation Learning | —Unverified | 0 |
| Universal Semantic Disentangled Privacy-preserving Speech Representation Learning | May 19, 2025 | DecoderPrivacy Preserving | —Unverified | 0 |
| UniWav: Towards Unified Pre-training for Speech Representation Learning and Generation | Mar 2, 2025 | DecoderRepresentation Learning | —Unverified | 0 |
| k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning | Nov 26, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| JOOCI: a Framework for Learning Comprehensive Speech Representations | Oct 14, 2024 | Representation LearningSpeech Representation Learning | —Unverified | 0 |
