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Speech Representation Learning

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Showing 1–50 of 131 papers

TitleStatusHype
ERNIE-SAT: Speech and Text Joint Pretraining for Cross-Lingual Multi-Speaker Text-to-SpeechCode6
W2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-TrainingCode3
Robust Self-Supervised Audio-Visual Speech RecognitionCode2
Learning Audio-Visual Speech Representation by Masked Multimodal Cluster PredictionCode2
Multi-Task Corrupted Prediction for Learning Robust Audio-Visual Speech RepresentationCode1
EH-MAM: Easy-to-Hard Masked Acoustic Modeling for Self-Supervised Speech Representation LearningCode1
Self-Supervised Syllable Discovery Based on Speaker-Disentangled HuBERTCode1
The Effect of Batch Size on Contrastive Self-Supervised Speech Representation LearningCode1
CLARA: Multilingual Contrastive Learning for Audio Representation AcquisitionCode1
Fast-HuBERT: An Efficient Training Framework for Self-Supervised Speech Representation LearningCode1
QS-TTS: Towards Semi-Supervised Text-to-Speech Synthesis via Vector-Quantized Self-Supervised Speech Representation LearningCode1
DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation LearningCode1
FaceXHuBERT: Text-less Speech-driven E(X)pressive 3D Facial Animation Synthesis Using Self-Supervised Speech Representation LearningCode1
Structured Pruning of Self-Supervised Pre-trained Models for Speech Recognition and UnderstandingCode1
MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple TargetsCode1
SLICER: Learning universal audio representations using low-resource self-supervised pre-trainingCode1
data2vec-aqc: Search for the right Teaching Assistant in the Teacher-Student training setupCode1
Robust Data2vec: Noise-robust Speech Representation Learning for ASR by Combining Regression and Improved Contrastive LearningCode1
The Efficacy of Self-Supervised Speech Models for Audio RepresentationsCode1
TranSpeech: Speech-to-Speech Translation With Bilateral PerturbationCode1
Robust Disentangled Variational Speech Representation Learning for Zero-shot Voice ConversionCode1
LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERTCode1
A^3T: Alignment-Aware Acoustic and Text Pretraining for Speech Synthesis and EditingCode1
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at ScaleCode1
UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-TrainingCode1
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden UnitsCode1
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
Fast Development of ASR in African Languages using Self Supervised Speech Representation LearningCode1
UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled DataCode1
DeCoAR 2.0: Deep Contextualized Acoustic Representations with Vector QuantizationCode1
Speech SIMCLR: Combining Contrastive and Reconstruction Objective for Self-supervised Speech Representation LearningCode1
An Unsupervised Autoregressive Model for Speech Representation LearningCode1
Unsupervised speech representation learning using WaveNet autoencodersCode1
HYFuse: Aligning Heterogeneous Speech Pre-Trained Representations in Hyperbolic Space for Speech Emotion Recognition—0
DuRep: Dual-Mode Speech Representation Learning via ASR-Aware Distillation—0
Universal Semantic Disentangled Privacy-preserving Speech Representation Learning—0
UniWav: Towards Unified Pre-training for Speech Representation Learning and Generation—0
k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation LearningCode0
JOOCI: a Framework for Learning Comprehensive Speech Representations—0
Are Music Foundation Models Better at Singing Voice Deepfake Detection? Far-Better Fuse them with Speech Foundation Models—0
Progressive Residual Extraction based Pre-training for Speech Representation Learning—0
Speech Representation Learning Revisited: The Necessity of Separate Learnable Parameters and Robust Data Augmentation—0
Towards the Next Frontier in Speech Representation Learning Using Disentanglement—0
Towards Robust Speech Representation Learning for Thousands of Languages—0
mHuBERT-147: A Compact Multilingual HuBERT ModelCode0
Emotion-Aware Speech Self-Supervised Representation Learning with Intensity Knowledge—0
XLAVS-R: Cross-Lingual Audio-Visual Speech Representation Learning for Noise-Robust Speech Perception—0
An Efficient End-to-End Approach to Noise Invariant Speech Features via Multi-Task LearningCode0
UNIT-DSR: Dysarthric Speech Reconstruction System Using Speech Unit Normalization—0
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