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Speech Representation Learning

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Showing 101–131 of 131 papers

TitleStatusHype
Supervised Speech Representation Learning for Parkinson's Disease ClassificationCode1
Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate UsersCode1
Conditional independence for pretext task selection in Self-supervised speech representation learningCode0
Unsupervised Speech Representation Learning for Behavior Modeling using Triplet Enhanced Contextualized Networks—0
Fast Development of ASR in African Languages using Self Supervised Speech Representation LearningCode1
Wav2vec-C: A Self-supervised Model for Speech Representation Learning—0
ATCSpeechNet: A multilingual end-to-end speech recognition framework for air traffic control systems—0
General-Purpose Speech Representation Learning through a Self-Supervised Multi-Granularity Framework—0
Adversarially learning disentangled speech representations for robust multi-factor voice conversion—0
UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled DataCode1
DeCoAR 2.0: Deep Contextualized Acoustic Representations with Vector QuantizationCode1
Exploring wav2vec 2.0 on speaker verification and language identification—0
Speech SIMCLR: Combining Contrastive and Reconstruction Objective for Self-supervised Speech Representation LearningCode1
A Comparison of Discrete Latent Variable Models for Speech Representation Learning—0
Similarity Analysis of Self-Supervised Speech Representations—0
Self-supervised Contrastive Video-Speech Representation Learning for Ultrasound—0
Input-independent Attention Weights Are Expressive Enough: A Study of Attention in Self-supervised Audio Transformers—0
CSTNet: Contrastive Speech Translation Network for Self-Supervised Speech Representation Learning—0
A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning—0
Does Visual Self-Supervision Improve Learning of Speech Representations for Emotion Recognition?—0
Learning Robust and Multilingual Speech Representations—0
Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends—0
Towards Unsupervised Speech Recognition and Synthesis with Quantized Speech Representation Learning—0
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer EncodersCode0
Speech-XLNet: Unsupervised Acoustic Model Pretraining For Self-Attention Networks—0
Combining Adversarial Training and Disentangled Speech Representation for Robust Zero-Resource Subword Modeling—0
Improving Unsupervised Subword Modeling via Disentangled Speech Representation Learning and Transformation—0
An Unsupervised Autoregressive Model for Speech Representation LearningCode1
Unsupervised speech representation learning using WaveNet autoencodersCode1
Towards Learning Fine-Grained Disentangled Representations from Speech—0
Sampling strategies in Siamese Networks for unsupervised speech representation learningCode0
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