论文解读
SpeechGuard: Online Defense against Backdoor Attacks on Speech Recognition Models
语音识别 | 6.0/10
鲁棒性
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Genre Bias or Aesthetic Perception? Identifying and Mitigating Shortcut Learning in Music Evaluation
音乐理解 | 6.0/10
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MetaPerch: Learning from metadata for bioacoustics foundation models
音频分类 | 9.0/10
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DOA Estimation from One-Bit Magnitude-Only Measurements via Sign-Consistency Optimization
声源定位 | 5.1/10
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Explainable-by-Design Audio Deepfake Detection via Wiener-Hopf Linear Prediction
语音伪造检测 | 6.1/10
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MRUF: Multi-granularity Routing with Uncertainty-Aware Fusion for Robust Multimodal Sentiment Analysis
多模态模型 | 5.9/10
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MusicMark: A Robust Generative Watermarking Framework for Music Generation
音频水印 | 7.3/10
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Tight-Frame Reconstruction for Acoustic Intensity Estimation Using Cardioid Microphone Pairs
声源定位 | 6.8/10
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COALA: Robust Contextualized Speech-augmented Language Modeling for ASR via Contrastive Regularizer and Biasing Score Estimation
语音识别 | 8.2/10
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Escaping the Procrustean Bed: Groupwise Orthogonal Connectors for Audio-Language Models
语音属性识别 | 7.8/10
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An Intervention-Based Framework for Shortcut Diagnosis in Spoofing Countermeasures
语音伪造检测 | 6.1/10
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\(C^3\)ASD: Multi-Level Consistency-Driven Representation Learning
音视频理解 | 7.5/10
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Physiological Noise Augmentation Improves Non-Invasive Brain-to-Speech
语音识别 | 6/10
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UniSkip-Mamba: A Frequency-Aware State Space Model for Audio-Visual Temporal Forgery Localization
音视频理解 | 4.8/10
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Hidden in Plain Tokens: Simply Robust, Gradient-Free Watermark for Synthetic Audio
音频水印 | 7/10
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Joint Enhancement and Classification using Coupled Diffusion Models of Signals and Logits
语音识别 | 9.3/10
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Multimodal Fusion via Self-Consistent Task-Gradient Fields
鲁棒性 | 5.5/10
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SONAR: Spectral‑Contrastive Audio Residuals for Generalizable Deepfake Detection
语音伪造检测 | 7.8/10
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Stable Spectral Copula Alignment for Robust Multimodal Learning
鲁棒性 | 5.2/10
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Speaker head orientation estimation with a single microphone array using phase spectrogram features
声源定位 | 5.8/10