Cover Image

Causal Self-supervised Pretrained Frontend with Predictive Code for Speech Separation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Wupeng, Pan, Zexu, Li, Xinke, Wang, Shuai, Li, Haizhou
Format:	Preprint
Published:	2025
Subjects:	Sound Machine Learning Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Speech Separation with Pretrained Frontend to Minimize Domain Mismatch
by: Wang, Wupeng, et al.
Published: (2024)

Context-Aware Two-Step Training Scheme for Domain Invariant Speech Separation
by: Wang, Wupeng, et al.
Published: (2025)

Incorporating Linguistic Constraints from External Knowledge Source for Audio-Visual Target Speech Extraction
by: Wu, Wenxuan, et al.
Published: (2025)

Hierarchical Emotion Prediction and Control in Text-to-Speech Synthesis
by: Inoue, Sho, et al.
Published: (2024)

Multi-Step Prediction and Control of Hierarchical Emotion Distribution in Text-to-Speech Synthesis
by: Inoue, Sho, et al.
Published: (2025)

Leveraging Language Information for Target Language Extraction
by: Yıldırım, Mehmet Sinan, et al.
Published: (2025)

Hierarchical Control of Emotion Rendering in Speech Synthesis
by: Inoue, Sho, et al.
Published: (2024)

Fine-Grained Quantitative Emotion Editing for Speech Generation
by: Inoue, Sho, et al.
Published: (2024)

Enhanced Reverberation as Supervision for Unsupervised Speech Separation
by: Saijo, Kohei, et al.
Published: (2024)

Latent-Domain Predictive Neural Speech Coding
by: Jiang, Xue, et al.
Published: (2022)

Speech Slytherin: Examining the Performance and Efficiency of Mamba for Speech Separation, Recognition, and Synthesis
by: Jiang, Xilin, et al.
Published: (2024)

Online Audio-Visual Autoregressive Speaker Extraction
by: Pan, Zexu, et al.
Published: (2025)

TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and Enhancement
by: Saijo, Kohei, et al.
Published: (2024)

SpeechRefiner: Towards Perceptual Quality Refinement for Front-End Algorithms
by: Li, Sirui, et al.
Published: (2025)

Causal Speech Enhancement with Predicting Semantics based on Quantized Self-supervised Learning Features
by: Tsunoo, Emiru, et al.
Published: (2024)

IML-Spikeformer: Input-aware Multi-Level Spiking Transformer for Speech Processing
by: Song, Zeyang, et al.
Published: (2025)

Towards Audio Codec-based Speech Separation
by: Yip, Jia Qi, et al.
Published: (2024)

Autoregressive Diffusion Transformer for Text-to-Speech Synthesis
by: Liu, Zhijun, et al.
Published: (2024)

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM
by: Sun, Zhaokai, et al.
Published: (2025)

MacST: Multi-Accent Speech Synthesis via Text Transliteration for Accent Conversion
by: Inoue, Sho, et al.
Published: (2024)

M-Vec: Matryoshka Speaker Embeddings with Flexible Dimensions
by: Wang, Shuai, et al.
Published: (2024)

Knowing When to Quit: Probabilistic Early Exits for Speech Separation
by: Olsen, Kenny Falkær, et al.
Published: (2025)

TF-MLPNet: Tiny Real-Time Neural Speech Separation
by: Itani, Malek, et al.
Published: (2025)

Multiple Choice Learning for Efficient Speech Separation with Many Speakers
by: Perera, David, et al.
Published: (2024)

ClearerVoice-Studio: Bridging Advanced Speech Processing Research and Practical Deployment
by: Zhao, Shengkui, et al.
Published: (2025)

$C^2$AV-TSE: Context and Confidence-aware Audio Visual Target Speaker Extraction
by: Wu, Wenxuan, et al.
Published: (2025)

Transcription-Free Fine-Tuning of Speech Separation Models for Noisy and Reverberant Multi-Speaker Automatic Speech Recognition
by: Ravenscroft, William, et al.
Published: (2024)

TaDiCodec: Text-aware Diffusion Speech Tokenizer for Speech Language Modeling
by: Wang, Yuancheng, et al.
Published: (2025)

SSNAPS: Audio-Visual Separation of Speech and Background Noise with Diffusion Inverse Sampling
by: Yemini, Yochai, et al.
Published: (2026)

Accent Normalization Using Self-Supervised Discrete Tokens with Non-Parallel Data
by: Bai, Qibing, et al.
Published: (2025)

An Experimental Comparison Of Multi-view Self-supervised Methods For Music Tagging
by: Meseguer-Brocal, Gabriel, et al.
Published: (2024)

Multi-channel Speech Separation Using Spatially Selective Deep Non-linear Filters
by: Tesch, Kristina, et al.
Published: (2023)

DeCoR: Defy Knowledge Forgetting by Predicting Earlier Audio Codes
by: Jiang, Xilin, et al.
Published: (2023)

Non-Intrusive Speech Intelligibility Prediction for Hearing Aids using Whisper and Metadata
by: Zezario, Ryandhimas E., et al.
Published: (2023)

Biomimetic Frontend for Differentiable Audio Processing
by: Famularo, Ruolan Leslie, et al.
Published: (2024)

Advances in Speech Separation: Techniques, Challenges, and Future Trends
by: Li, Kai, et al.
Published: (2025)

Aligned Contrastive Predictive Coding
by: Chorowski, Jan, et al.
Published: (2021)

RCT: Random Consistency Training for Semi-supervised Sound Event Detection
by: Shao, Nian, et al.
Published: (2021)

Distribution Preserving Source Separation With Time Frequency Predictive Models
by: T., Pedro J. Villasana, et al.
Published: (2023)

End-to-End Integration of Speech Separation and Voice Activity Detection for Low-Latency Diarization of Telephone Conversations
by: Morrone, Giovanni, et al.
Published: (2023)