论文解读
SAME: A Semantically-Aligned Music Autoencoder
音频编码 | 8.5/10
自监督学习
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Toward World Modeling of Physiological Signals with Chaos-Theoretic Balancing and Latent Dynamics
生理信号预测 | 6/10
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AudioMosaic: Contrastive Masked Audio Representation Learning
音频分类 | 7.3/10
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FSD50K-Solo: Automated Curation of Single-Source Sound Events
数据清洗 | 5.5/10
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Masked Autoencoders with Limited Data: Does It Work? A Fine-Grained Bioacoustics Case Study
音频分类 | 5.5/10
论文解读
Mini-JEPA Foundation Model Fleet Enables Agentic Hydrologic Intelligence
基础模型 | 6.8/10
论文解读
Exploring Token-Space Manipulation in Latent Audio Tokenizers
音频编码 | 6.5/10
论文解读
PoDAR: Power-Disentangled Audio Representation for Generative Modeling
语音合成 | 7.3/10
论文解读
Reducing Linguistic Hallucination in LM-Based Speech Enhancement via Noise-Invariant Acoustic-Semantic Distillation
语音增强 | 7.2/10
论文解读
Sub-JEPA: Subspace Gaussian Regularization for Stable End-to-End World Models
世界模型 | 5.0/10
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BeeVe: Unsupervised Acoustic State Discovery in Honey Bee Buzzing
BeeVe: Unsupervised Acoustic State Discovery in Honey Bee Buzzing
论文解读
MultiLinguahah : A New Unsupervised Multilingual Acoustic Laughter Segmentation Method
音频事件检测 | 8.5/10
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PairAlign: A Framework for Sequence Tokenization via Self-Alignment with Applications to Audio Tokenization
音频编码 | 7.0/10
论文解读
WavCube: Unifying Speech Representation for Understanding and Generation via Semantic-Acoustic Joint Modeling
语音生成 | 7.5/10
论文解读
APEX: Large-scale Multi-task Aesthetic-Informed Popularity Prediction for AI-Generated Music
音乐评估 | 7.5/10
论文解读
SEI-SHIELD: Robust Specific Emitter Identification Under Label Noise Via Self-Supervised Filtering and Iterative Rescue
信号处理 | 7.5/10
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Stage-adaptive audio diffusion modeling
音频生成 | 7.0/10
论文解读
A Comprehensive Analysis of Tokenization and Self-Supervised Learning in End-to-End Automatic Speech Recognition applied on French Language
语音识别 | 7.0/10
论文解读
APEX: Large-scale Multi-task Aesthetic-Informed Popularity Prediction for AI-Generated Music
音乐理解 | 8.0/10
论文解读
Contrastive Regularization for Accent-Robust ASR
语音识别 | 7.5/10