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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。
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
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement
Arxiv
0+阅读 · 7月12日
DAVE: A Decoupled Audio-Visual Enhancement Framework for Real-World Speech Separation
Arxiv
0+阅读 · 8月10日
Global Rotation Equivariant Phase Modeling for Speech Enhancement with Deep Magnitude-Phase Interaction
Arxiv
0+阅读 · 7月19日
Audio-Visual Speech Enhancement: Architectural Design and Deployment Strategies
Arxiv
0+阅读 · 7月5日
A Novel Binaural Cue Preservation Loss for DNN-Based Binaural Speech Enhancement
Arxiv
0+阅读 · 8月17日
Feasibility of Time-Domain DNN-Based Speech Enhancement on Embedded FPGA for Hearing Aids
Arxiv
0+阅读 · 7月17日
Regularized Schrödinger Bridge via Distortion-Perception Perturbation for High-Fidelity Speech Enhancement
Arxiv
0+阅读 · 8月1日
Beyond U-Net: A Latent-Representation-Aligned Skip-Free Backbone for Flow-Matching Speech Enhancement
Arxiv
0+阅读 · 6月23日
Neuromorphic Speech Enhancement with Dual-Branch Spiking Neural Networks
Arxiv
0+阅读 · 6月22日
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