论文解读
NABEATs: Noise-Aware Audio Representation Learning
音频理解 | 6.7/10
自监督学习
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Pseudo-label distillation for discriminative anomalous sound detection
音频事件检测 | 9.0/10
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SALMONN-2: Advancing General-Purpose Hearing Abilities with Self-Supervised Representations
音频理解 | 9.4/10
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AV-JEPA: Extending LeJEPA to Audio-Visual Self-Supervised Learning
音视频理解 | 5.7/10
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Constrained Hebbian Learning Supports Efficient Representational Allocation under Structural Constraints
音视频理解 | 6.7/10
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MIDI-RAE-JEPA: Hierarchical Representation Learning and Generation for Symbolic Music
音乐生成 | 7.9/10
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Video = World + Event Stream
音频理解 | 4.9/10
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Rethinking Speech Foundation Model Fine-tuning: Better SFT or Better Match?
语音情感识别 | 6.7/10
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Self-supervised Speech Comparison for L2 Phone, Rhythm, and Intonation Scoring
音频理解 | 7.7/10
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AutoSIFT: Automatic Style Sifting for Controllable Speech Generation with Arbitrary Style Infilling
语音合成 | 6.5/10
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Investigating the Integration of Spatial Information in Foundation-Model-Based Speaker Diarization
说话人日志 | 6.6/10
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PolarBM: Complex-valued Boltzmann Machine for Modeling Audio Signals in Polar and Log-polar Coordinates
语音增强 | 5.8/10
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ARIMA: Reconstruction-Grounded Predictive Representation Learning for Symbolic Music
自监督学习 | 7.7/10
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BeatEdit: Symbolic Music Generation as Explicit Editing
音乐生成 | 8.9/10
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Casting Everything to Online API Services? A Survey of Integrating Localized Speech Recognition Models in Robotic Systems
语音识别 | 5.4/10
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Dance to Music Generation leveraging Pre-training with Unpaired data and Contrastive Alignment
音乐生成 | 7.5/10
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Data Augmentation for L2 English Speaking Assessment using TTS
语音质量评估 | 7.0/10
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ECHOv2: Two-Level Band-Splitting Representation Learning for Anomalous Sound Detection
音频事件检测 | 8.2/10
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Evaluating SSL and ViViT Architectures for Cross-Corpus Audio MOS Prediction via LODO Validation
语音质量评估 | 8.3/10
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Evidence Subspace Projection: Measuring How Much Evidence Explains Deepfake Detection in Self-Supervised Speech Models
语音伪造检测 | 8.1/10