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Speech Representation Learning

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Showing 51–100 of 131 papers

TitleStatusHype
Improved Self-Supervised Multilingual Speech Representation Learning Combined with Auxiliary Language Information—0
Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction—0
Improving Speech Representation Learning via Speech-level and Phoneme-level Masking Approach—0
Improving the Robustness of DistilHuBERT to Unseen Noisy Conditions via Data Augmentation, Curriculum Learning, and Multi-Task Enhancement—0
Improving Unsupervised Subword Modeling via Disentangled Speech Representation Learning and Transformation—0
INTapt: Information-Theoretic Adversarial Prompt Tuning for Enhanced Non-Native Speech Recognition—0
JOOCI: a Framework for Learning Comprehensive Speech Representations—0
Label Aware Speech Representation Learning For Language Identification—0
Language Adaptive Cross-lingual Speech Representation Learning with Sparse Sharing Sub-networks—0
A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning—0
Learning Cross-lingual Visual Speech Representations—0
Learning Disentangled Speech Representations—0
Learning Robust and Multilingual Speech Representations—0
Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation—0
Towards the Next Frontier in Speech Representation Learning Using Disentanglement—0
MASR: Multi-label Aware Speech Representation—0
Towards Unsupervised Speech Recognition and Synthesis with Quantized Speech Representation Learning—0
VATLM: Visual-Audio-Text Pre-Training with Unified Masked Prediction for Speech Representation Learning—0
On-Device Constrained Self-Supervised Speech Representation Learning for Keyword Spotting via Knowledge Distillation—0
On the Use of Semantically-Aligned Speech Representations for Spoken Language Understanding—0
PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition—0
Privacy-preserving Representation Learning for Speech Understanding—0
Privacy-Preserving Speech Representation Learning using Vector Quantization—0
Progressive Residual Extraction based Pre-training for Speech Representation Learning—0
TranUSR: Phoneme-to-word Transcoder Based Unified Speech Representation Learning for Cross-lingual Speech Recognition—0
Reimagining Speech: A Scoping Review of Deep Learning-Powered Voice Conversion—0
Revisiting Self-supervised Learning of Speech Representation from a Mutual Information Perspective—0
A Brief Overview of Unsupervised Neural Speech Representation Learning—0
Wav2vec-C: A Self-supervised Model for Speech Representation Learning—0
A Comparison of Discrete Latent Variable Models for Speech Representation Learning—0
Robust Speaker Recognition with Transformers Using wav2vec 2.0—0
Robust Speech Representation Learning via Flow-based Embedding Regularization—0
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation—0
Self-supervised Contrastive Video-Speech Representation Learning for Ultrasound—0
Self-supervised models of audio effectively explain human cortical responses to speech—0
Self-Supervised Speech Representation Learning: A Review—0
Self-supervised speech representation learning for keyword-spotting with light-weight transformers—0
UNIT-DSR: Dysarthric Speech Reconstruction System Using Speech Unit Normalization—0
Similarity Analysis of Self-Supervised Speech Representations—0
Simultaneous or Sequential Training? How Speech Representations Cooperate in a Multi-Task Self-Supervised Learning System—0
Universal Semantic Disentangled Privacy-preserving Speech Representation Learning—0
Spatial HuBERT: Self-supervised Spatial Speech Representation Learning for a Single Talker from Multi-channel Audio—0
Speech representation learning: Learning bidirectional encoders with single-view, multi-view, and multi-task methods—0
Speech Representation Learning Revisited: The Necessity of Separate Learnable Parameters and Robust Data Augmentation—0
Adversarially learning disentangled speech representations for robust multi-factor voice conversion—0
An empirical study on speech restoration guided by self supervised speech representation—0
A Noise-Robust Self-supervised Pre-training Model Based Speech Representation Learning for Automatic Speech Recognition—0
Speech Representation Learning Through Self-supervised Pretraining And Multi-task Finetuning—0
Application of Knowledge Distillation to Multi-task Speech Representation Learning—0
Are Music Foundation Models Better at Singing Voice Deepfake Detection? Far-Better Fuse them with Speech Foundation Models—0
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