每日研究速递
语音/音乐/音频论文速递 2026-05-04
共分析 14 篇语音/AI 论文
Transformer
每日研究速递
语音/音乐/音频论文速递 2026-05-03
共分析 13 篇语音/AI 论文
论文解读
JavisDiT: Joint Audio-Video Diffusion Transformer with Hierarchical Spatio-Temporal Prior Synchronization
音频生成 | 8.0/10
论文解读
LadderSym: A Multimodal Interleaved Transformer for Music Practice Error Detection
音乐理解 | 8.0/10
论文解读
Syncphony: Synchronized Audio-to-Video Generation with Diffusion Transformers
音频生成 | 7.5/10
论文解读
Transformer-Based Rhythm Quantization of Performance MIDI Using Beat Annotations
音乐信息检索 | 8.0/10
论文解读
BACHI: Boundary-Aware Symbolic Chord Recognition Through Masked Iterative Decoding on POP and Classical Music
音乐信息检索 | 7.5/10
论文解读
DiTSE: High-Fidelity Generative Speech Enhancement via Latent Diffusion Transformers
语音增强 | 8.5/10
论文解读
FD-ARL: Feature Disentanglement with Adversarial-Reconstruction Learning for Cross-Subject Auditory Attention Decoding
听觉注意力解码 | 7.5/10
论文解读
Improving Audio Event Recognition with Consistency Regularization
音频事件检测 | 7.0/10
论文解读
Mambaformer: State-Space Augmented Self-Attention with Downup Sampling for Monaural Speech Enhancement
语音增强 | 7.0/10
论文解读
Multi-Task Transformer for Explainable Speech Deepfake Detection via Formant Modeling
语音伪造检测 | 7.5/10
论文解读
ReCoM: Realistic Co-Speech Motion Generation with Recurrent Embedded Transformer
音频生成 | 7.0/10
论文解读
RIR-Former: Coordinate-Guided Transformer for Continuous Reconstruction of Room Impulse Responses
房间脉冲响应 | 7.0/10
论文解读
SIREN: Spatially-Informed Reconstruction of Binaural Audio with Vision
空间音频 | 7.0/10
论文解读
Transformer-Based Rhythm Quantization of Performance MIDI Using Beat Annotations
音乐信息检索 | 8.0/10
每日研究速递
语音/音乐/音频论文速递 2026-04-27
共分析 13 篇语音/AI 论文
论文解读
Materialistic RIR: Material Conditioned Realistic RIR Generation
音频生成 | 7.5/10
每日研究速递
语音/音乐/音频论文速递 2026-04-24
共分析 21 篇语音/AI 论文
论文解读
Explicit Dropout: Deterministic Regularization for Transformer Architectures
这篇论文旨在解决传统Dropout方法依赖随机掩码、正则化效果不透明且难以精确控制的问题。其核心方法是提出一种确定性公式，将Dropout重新表述为一个可直接加入训练损失函数的显式正则化项，并推导出了适用于Transformer架构中注意力机制（Q、K、V）和前馈网络的正则化表达式。与已有方法相比，