论文解读
SpectCount: Spectrotemporal Counting via Synthetic Signals Improves Large Audio Language Models
数据增强 | 5.5/10
数据增强
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Towards Event-Robust Acoustic Scene Classification
数据增强 | 6.5/10
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CoSTA: Cognitive-State-Conditioned TTS Data Augmentation Using ASR Transcripts for Alzheimer's Disease Detection
语音合成 | 6.5/10
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FoeGlass: Simple In-Context Learning Is Enough for Red Teaming Audio Deepfake Detectors
音频生成 | 7.5/10
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Channel-Oriented Design for EEG-to-Music Reconstruction
音乐生成 | 7.7/10
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Drift-Augmented Scoring: Text-Derived Noise Robustness for Zero-Shot Audio-Language Classification
音频分类 | 10/10
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Multilingual Long-Form Speech Instruction Following: KIT's Submission to IWSLT 2026
语音识别 | 10/10
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A Training-Efficient Transformer-Based Anti-Spoofing Network for Logical Access in ASVspoof 5
Transformer | 6.7/10
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C2GA: A Class-Controllable Generative Augmentation Framework for Respiratory Sound Classification
音频分类 | 7.3/10
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CoughSense: Five-Class Respiratory Disease Classification via Whisper Encoder Fine-Tuning and Dual-Encoder Cross-Attention Fusion with Balanced Contrastive Learning
数据增强 | 9.1/10
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Efficient ASR Training with Conversations that Never Happened
语音识别 | 8/10
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SegTune: Structured and Fine-Grained Control for Song Generation
音乐生成 | 8.5/10
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SiamCTC: Learning Speech Representations through Monotonic Temporal Alignment
语音识别 | 7/10
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SketchSong: Hierarchical Song Generation with Sketch Planning and Fine-Grained Multi-Track Modeling
音乐生成 | 8.6/10
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Advancing Electrolaryngeal Speech Enhancement Through Speech-Text Representation Learning
语音增强 | 7.1/10
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AnyMo: Scaling Any-Modality Conditional Motion Generation with Masked Modeling
多模态模型 | 7/10
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Echo: A Joint-Embedding Predictive Architecture for Speaker Diarization and Speech Recognition in a Shared Latent Space
语音识别 | 7/10
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UniVocal: Unified Speech-Singing Code-Switching Synthesis
语音合成 | 8.9/10
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ImmersiveTTS: Environment-Aware Text-to-Speech with Multimodal Diffusion Transformer and Domain-Specific Representation Alignment
语音合成 | 9.3/10
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Improving acoustic drone detection generalization through pretraining and data augmentation
音频事件检测 | 7.7/10