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Speech Representation Learning

Papers archive 2025-07-28

archive papers tagged: 131 · with a code link: 48 · where Syntology ran a sample: 13 (7 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (13 of 131 tagged: 7 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 131 of 131, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Language Adaptive Cross-lingual Speech Representation Learning with Sparse Sharing Sub-networks
  9 Mar 2022 0 repositories listed
• A Brief Overview of Unsupervised Neural Speech Representation Learning
  1 Mar 2022 0 repositories listed
• A Noise-Robust Self-supervised Pre-training Model Based Speech Representation Learning for Automatic Speech Recognition
  22 Jan 2022 0 repositories listed
• A Deep Paradigm for Articulatory Speech Representation Learning via Neural Convolutive Sparse Matrix Factorization
  16 Jan 2022 0 repositories listed
• Robust Speech Representation Learning via Flow-based Embedding Regularization
  7 Dec 2021 0 repositories listed
• Characterizing the adversarial vulnerability of speech self-supervised learning
  8 Nov 2021 0 repositories listed
• Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction
  28 Oct 2021 0 repositories listed
• Speech Representation Learning Through Self-supervised Pretraining And Multi-task Finetuning
  18 Oct 2021 0 repositories listed
• Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks
  14 Oct 2021 0 repositories listed
• An Adapter Based Pre-Training for Efficient and Scalable Self-Supervised Speech Representation Learning
  26 Jul 2021 0 repositories listed
• PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition
  10 Jun 2021 0 repositories listed
• Unsupervised Speech Representation Learning for Behavior Modeling using Triplet Enhanced Contextualized Networks
  1 Apr 2021 0 repositories listed
• Wav2vec-C: A Self-supervised Model for Speech Representation Learning
  9 Mar 2021 0 repositories listed
• ATCSpeechNet: A multilingual end-to-end speech recognition framework for air traffic control systems
  17 Feb 2021 0 repositories listed
• General-Purpose Speech Representation Learning through a Self-Supervised Multi-Granularity Framework
  3 Feb 2021 0 repositories listed
• Adversarially learning disentangled speech representations for robust multi-factor voice conversion
  30 Jan 2021 0 repositories listed
• Exploring wav2vec 2.0 on speaker verification and language identification
  11 Dec 2020 0 repositories listed
• A Comparison of Discrete Latent Variable Models for Speech Representation Learning
  24 Oct 2020 0 repositories listed
• Similarity Analysis of Self-Supervised Speech Representations
  22 Oct 2020 0 repositories listed
• Self-supervised Contrastive Video-Speech Representation Learning for Ultrasound
  14 Aug 2020 0 repositories listed
• Input-independent Attention Weights Are Expressive Enough: A Study of Attention in Self-supervised Audio Transformers
  9 Jun 2020 0 repositories listed
• CSTNet: Contrastive Speech Translation Network for Self-Supervised Speech Representation Learning
  4 Jun 2020 0 repositories listed
• A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning
  3 Jun 2020 0 repositories listed
• Does Visual Self-Supervision Improve Learning of Speech Representations for Emotion Recognition?
  4 May 2020 0 repositories listed
• Learning Robust and Multilingual Speech Representations
  29 Jan 2020 0 repositories listed
• Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends
  2 Jan 2020 0 repositories listed
• Towards Unsupervised Speech Recognition and Synthesis with Quantized Speech Representation Learning
  28 Oct 2019 0 repositories listed
• Speech-XLNet: Unsupervised Acoustic Model Pretraining For Self-Attention Networks
  23 Oct 2019 0 repositories listed
• Combining Adversarial Training and Disentangled Speech Representation for Robust Zero-Resource Subword Modeling
  17 Jun 2019 0 repositories listed
• Improving Unsupervised Subword Modeling via Disentangled Speech Representation Learning and Transformation
  17 Jun 2019 0 repositories listed
• Towards Learning Fine-Grained Disentangled Representations from Speech
  8 Aug 2018 0 repositories listed