每日研究速递
语音/音乐/音频论文速递 2026-06-12
共分析 27 篇语音/AI 论文
数据增强
论文解读
Lung-SRAD: Spectral-Aware Regularized Audio DASS with Dual-Axis Patch-Mix Contrastive Learning for Respiratory Sound Classification
对比学习 | 6.8/10
论文解读
Quality Adaptive Angular Margin Learning for Respiratory Sound Classification
音频质量评估 | 9.5/10
论文解读
Optimizing 2D Input Representations and Sub-phase Fusion Strategies for Differential Diagnosis of Asthma and COPD Using CNN- and GRU-Based Networks
数据增强 | 6.8/10
论文解读
Overview of ESDD2: Environment-Aware Speech and Sound Deepfake Detection Challenge
数据增强 | 6.3/10
论文解读
RAT: Reference-Augmented Training for ASV Anti-Spoofing
数据增强 | 8.8/10
论文解读
Towards Deep Contextual Reasoning from Broad Descriptions for ASR with Speech-LLM via Metadata-Driven Reasoning Chains
语音识别 | 6.2/10
论文解读
Towards Robust Arabic Speech Emotion Recognition with Deep Learning
语音情感识别 | 6.4/10
论文解读
A Comparison of SSL-Based Feature Extractors and Back-End Classifiers for Spoofing Detection: A Multi-Corpus Training and Cross-Linguistic Analysis
自监督学习 | 5/10
论文解读
Cross-Modal Masking for Robust Silent Speech Synthesis Using sEMG and Lipreading
语音合成 | 7.5/10
论文解读
Discovering Functionally Selective Brain Regions with a Deep Topographic Multimodal Model
多模态模型 | 8.2/10
论文解读
Exploring the Scale and Diversity of Speech Anti-spoofing Datasets: Experiments and Analysis
数据增强 | 7.4/10
论文解读
Few-shot Class-variable Incremental Audio Classification via Prototype Adaptation and Pseudo Class-variable Training
音频分类 | 6.9/10
论文解读
Liberating LLM Capabilities in Full-Duplex Speech Models
多模态模型 | 8.7/10
论文解读
MeanVC 2: Robust Low-Latency Streaming Zero-Shot Voice Conversion
语音转换 | 6.9/10
论文解读
Paediatric-HGNN: A Hybrid Heterogeneous Graph Neural Network for Detecting Disfluency in Children's Speech via Multiscale Acoustic Fusion
语音合成 | 6.5/10
论文解读
Contrastive Training with LLM-generated Near-Misses for Robust Code-Switching Speech Recognition
语音识别 | 7.1/10
论文解读
dots.tts Technical Report
语音合成 | 9/10
论文解读
Mitigating Proxy-to-Wild Domain Gap in Deepfake Speech
数据增强 | 8.4/10
论文解读
MyGardenBird: A Machine-Learning-Ready Bird Sound Dataset for Twelve Common Malaysian Birds
音频事件检测 | 7.2/10