论文解读
Attacking UTMOS: Probing the Robustness of a Speech Quality Assessment Model
语音质量评估 | 8.6/10
鲁棒性
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Two kinds of robustness are not the same: disentangling fault tolerance and low-SNR robustness in multi-domain event detection on real data
音频事件检测 | 8.9/10
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VeRe-Flow: Guiding Flow Matching toward Clean Speech via Velocity Contrastive Regularization and Representation Alignment for Noise-Robust Bandwidth Expansion
语音增强 | 7.7/10
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Supervised Post-training of Speech Foundation Models for Robust Adaptation in Speech Deepfake Detection
语音伪造检测 | 7.6/10
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An Analysis of Untrained Deep Reservoir Networks for Audio Surveillance
音频事件检测 | 8.8/10
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CORTIS: Text-Only Adaptation of Spoken Language Models for Task-Oriented Voice Agents
语音识别 | 7.7/10
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DASH: Dual-View Self-Distillation with Multi-Layer Hidden Representations for Robust Speech Recognition
语音识别 | 6.6/10
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NeuralMUSIC: A Hybrid Neural-Subspace Framework for Robot Sound Source Localization
声源定位 | 7.8/10
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Who Wins the Conflict? Mechanistic Interpretability of Text Bias in Audio LLMs
多模态模型 | 8.8/10
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Pixel-TTS: Image based Text Rendering for Robust Text-to-Speech
语音合成 | 7.5/10
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VoxWatermark: A Large-Scale Benchmark for Audio Watermark Detection under Perturbations
鲁棒性 | 9.4/10
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MoDiCoL: A Modular Diagnostic Continual Learning Dataset for Robust Speech Recognition
语音识别 | 6.5/10
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Feature-Aligned Speech Watermarking for Robustness to Reconstruction Distortions
鲁棒性 | 7.1/10
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Cross-Modal Knowledge Distillation without Paired Data: Theoretical Foundation and Algorithm
语音识别 | 7.5/10
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MeanVC 2: Robust Low-Latency Streaming Zero-Shot Voice Conversion
语音转换 | 6.9/10
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Beyond Waveform Robustness: Robust Feature-Vocoder Adversarial Attacks on Automatic Speech Recognition
语音识别 | 7.5/10
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Beyond WER: A Paired Acoustic Stress Test for Ambient Clinical Scribes
语音识别 | 7.1/10
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SB-RF: Schrödinger Bridge Rectified Flow for One-Step Robust Speech Enhancement
语音增强 | 7.6/10
论文解读
Drift-Augmented Scoring: Text-Derived Noise Robustness for Zero-Shot Audio-Language Classification
音频分类 | 10/10
论文解读
Read What You Hear: Reference-Free Hypotheses Evaluation with Acoustic Discrepancy
语音识别 | 8.6/10