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语音增强是指当语音信号被各种各样的噪声干扰、甚至淹没后，从噪声背景中提取有用的语音信号，抑制、降低噪声干扰的技术。一句话，从含噪语音中提取尽可能纯净的原始语音。
Interpretable Embeddings of Speech Enhance and Explain Brain Encoding Performance of Audio Models
Arxiv
0+阅读 · 10月20日
Cleaner Speech, Weaker Generalization: Revisiting Pitt-Derived Benchmarks for Alzheimer's Disease Detection
Arxiv
0+阅读 · 10月18日
RDSE: Real-Time Directional Speech Enhancement Framework for Dual-Mic Commodity Smartphones
Arxiv
0+阅读 · 10月16日
CF-AVSS: A Coarse-to-Fine Audio-Visual Speech Separation Framework with Target-Speaker Refinement and Post-Fusion for Real-World AVSE Challenge
Arxiv
0+阅读 · 10月15日
Loud-loss: A Perceptually Motivated Loss Function for Speech Enhancement Based on Equal-Loudness Contours
Arxiv
0+阅读 · 10月13日
Multimodal Contrastive Representation Learning Based Voice Conversion for Electrolaryngeal Speech Enhancement
Arxiv
0+阅读 · 10月13日
BLINC: Blind Calibration For Training-Free Speech Enhancement Adaptation
Arxiv
0+阅读 · 9月18日
Transformer-based Neural Beamforming for Real-Time Speech Enhancement on Smart Low-Power Hearable Devices
Arxiv
0+阅读 · 9月27日
Challenges of Multi-Speaker Extraction for Real Conversational Speech Enhancement
Arxiv
0+阅读 · 9月22日
ABSE-NET: A Lightweight Neural Model for Active Binaural Speech Enhancement in Open-Fit Hearing Aids
Arxiv
0+阅读 · 9月1日
U-PAST: A Phase-Aware Audio Spectrogram Transformer-U-Net for Single-Channel Speech Enhancement
Arxiv
0+阅读 · 8月31日
Perceptually Better, Semantically Worse: Measuring Speech Enhancement Impact on LLM-Based Voice Systems
Arxiv
0+阅读 · 8月31日
Cleaner Speech, Weaker Generalization: Revisiting Pitt-Derived Benchmarks for Alzheimer's Disease Detection
Arxiv
0+阅读 · 8月31日
Ouroboros: Self-Referential Backdoor Attacks on Speech Enhancement via Clean Audio Triggers
Arxiv
0+阅读 · 8月31日
Parallel Time-Band Mixing with Learned Observation-Adding for Robust ASR Front-Ends
Arxiv
0+阅读 · 8月31日
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