Imagen de Portada

Analysing the Masked predictive coding training criterion for pre-training a Speech Representation Model

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Yadav, Hemant, Sitaram, Sunayana, Shah, Rajiv Ratn
Formato:	Preprint
Publicado:	2023
Materias:	Sound Audio and Speech Processing
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

DubWise: Video-Guided Speech Duration Control in Multimodal LLM-based Text-to-Speech for Dubbing
por: Sahipjohn, Neha, et al.
Publicado: (2024)

VECL-TTS: Voice identity and Emotional style controllable Cross-Lingual Text-to-Speech
por: Gudmalwar, Ashishkumar, et al.
Publicado: (2024)

Target Speech Extraction with Pre-trained AV-HuBERT and Mask-And-Recover Strategy
por: Wu, Wenxuan, et al.
Publicado: (2024)

Progressive Residual Extraction based Pre-training for Speech Representation Learning
por: Wang, Tianrui, et al.
Publicado: (2024)

Speaker Disentanglement of Speech Pre-trained Model Based on Interpretability
por: Zhu, Xiaoxu, et al.
Publicado: (2025)

REWIND: Speech Time Reversal for Enhancing Speaker Representations in Diffusion-based Voice Conversion
por: Biyani, Ishan D., et al.
Publicado: (2025)

Target Speech Extraction with Pre-trained Self-supervised Learning Models
por: Peng, Junyi, et al.
Publicado: (2024)

EmoReg: Directional Latent Vector Modeling for Emotional Intensity Regularization in Diffusion-based Voice Conversion
por: Gudmalwar, Ashishkumar, et al.
Publicado: (2024)

A Study of Data Selection Strategies for Pre-training Self-Supervised Speech Models
por: Whetten, Ryan, et al.
Publicado: (2026)

Selecting N-lowest scores for training MOS prediction models
por: Kondo, Yuto, et al.
Publicado: (2025)

PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches For Speech Emotion Recognition Using Pre-trained Speech Models
por: Feng, Tiantian, et al.
Publicado: (2023)

Efficient Speech Enhancement via Embeddings from Pre-trained Generative Audioencoders
por: Sun, Xingwei, et al.
Publicado: (2025)

Hybrid-Sep: Language-queried audio source separation via pre-trained Model Fusion and Adversarial Diffusion Training
por: Feng, Jianyuan, et al.
Publicado: (2025)

Bridging the Gap: Integrating Pre-trained Speech Enhancement and Recognition Models for Robust Speech Recognition
por: Wang, Kuan-Chen, et al.
Publicado: (2024)

Outlier Reduction with Gated Attention for Improved Post-training Quantization in Large Sequence-to-sequence Speech Foundation Models
por: Wagner, Dominik, et al.
Publicado: (2024)

SONAR: Self-Distilled Continual Pre-training for Domain Adaptive Audio Representation
por: Zhang, Yizhou, et al.
Publicado: (2025)

Generating Speakers by Prompting Listener Impressions for Pre-trained Multi-Speaker Text-to-Speech Systems
por: Chen, Zhengyang, et al.
Publicado: (2024)

UniWav: Towards Unified Pre-training for Speech Representation Learning and Generation
por: Liu, Alexander H., et al.
Publicado: (2025)

Enhancing Speaker-Independent Dysarthric Speech Severity Classification with DSSCNet and Cross-Corpus Adaptation
por: Roy, Arnab Kumar, et al.
Publicado: (2025)

Masked Modeling Duo: Towards a Universal Audio Pre-training Framework
por: Niizumi, Daisuke, et al.
Publicado: (2024)

Exploring Prediction Targets in Masked Pre-Training for Speech Foundation Models
por: Chen, Li-Wei, et al.
Publicado: (2024)

MAGE: A Coarse-to-Fine Speech Enhancer with Masked Generative Model
por: Pham, The Hieu, et al.
Publicado: (2025)

Enhancing Pre-trained ASR System Fine-tuning for Dysarthric Speech Recognition using Adversarial Data Augmentation
por: Wang, Huimeng, et al.
Publicado: (2024)

Temporal Adaptation of Pre-trained Foundation Models for Music Structure Analysis
por: Zhang, Yixiao, et al.
Publicado: (2025)

Generative Pre-trained Speech Language Model with Efficient Hierarchical Transformer
por: Zhu, Yongxin, et al.
Publicado: (2024)

SECodec: Structural Entropy-based Compressive Speech Representation Codec for Speech Language Models
por: Wang, Linqin, et al.
Publicado: (2024)

Advanced Zero-Shot Text-to-Speech for Background Removal and Preservation with Controllable Masked Speech Prediction
por: Zhang, Leying, et al.
Publicado: (2025)

Metis: A Foundation Speech Generation Model with Masked Generative Pre-training
por: Wang, Yuancheng, et al.
Publicado: (2025)

MS-HuBERT: Mitigating Pre-training and Inference Mismatch in Masked Language Modelling methods for learning Speech Representations
por: Yadav, Hemant, et al.
Publicado: (2024)

Speech Representation Analysis based on Inter- and Intra-Model Similarities
por: Kheir, Yassine El, et al.
Publicado: (2024)

ChunkFormer: Masked Chunking Conformer For Long-Form Speech Transcription
por: Le, Khanh, et al.
Publicado: (2025)

Unsupervised Accent Adaptation Through Masked Language Model Correction Of Discrete Self-Supervised Speech Units
por: Poncelet, Jakob, et al.
Publicado: (2023)

Efficient Adapter Tuning of Pre-trained Speech Models for Automatic Speaker Verification
por: Sang, Mufan, et al.
Publicado: (2024)

Consistency Based Unsupervised Self-training For ASR Personalisation
por: Zhang, Jisi, et al.
Publicado: (2024)

Language-Codec: Bridging Discrete Codec Representations and Speech Language Models
por: Ji, Shengpeng, et al.
Publicado: (2024)

Advancing Electrolaryngeal Speech Enhancement Through Speech-Text Representation Learning
por: Ma, Ding, et al.
Publicado: (2026)

MAT-SED: A Masked Audio Transformer with Masked-Reconstruction Based Pre-training for Sound Event Detection
por: Cai, Pengfei, et al.
Publicado: (2024)

Scaling Speech-Text Pre-training with Synthetic Interleaved Data
por: Zeng, Aohan, et al.
Publicado: (2024)

LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations
por: Dutta, Soumya, et al.
Publicado: (2025)

Pre-training Autoencoder for Acoustic Event Classification via Blinky
por: Liu, Xiaoyang, et al.
Publicado: (2025)