Attention Mechanism

A Fast Optimization View: Reformulating Single Layer Attention in LLM Based on Tensor and SVM Trick, and Solving It in Matrix Multiplication Time UAI 2025 A Joint Network for Singing Melody Extraction from Polyphonic Music with Attention Aggregation and Self-Consistency Training Interspeech 2025 Alzheimer’s Disease Detection Using Co-Attention Mechanism for Acoustic and ASR-Transcribed Text Features Interspeech 2025 ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Interspeech 2025 A Study on Speech Assessment with Visual Cues Interspeech 2025 ATMM-SAGA: Alternating Training for Multi-Module with Score-Aware Gated Attention SASV system Interspeech 2025 Attention Consistency for LLMs Explanation EMNLP 2025 Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models ACL 2025 Attention-guided Self-reflection for Zero-shot Hallucination Detection in Large Language Models EMNLP 2025 Attention Is Not Always the Answer: Optimizing Voice Activity Detection with Simple Feature Fusion Interspeech 2025 Attention Models and Auditory Transduction Features for Noise Robustness Interspeech 2025 AuralNet: Hierarchical Attention-based 3D Binaural Localization of Overlapping Speakers Interspeech 2025 BTBS-LNS: Binarized-Tightening, Branch and Search on Learning LNS Policies for MIP ICLR 2025 Cross-attention and Self-attention for Audio-visual Speaker Diarization in MISP-Meeting Challenge Interspeech 2025 Cross-Attention-Based Target Sound Extraction by Fully Leveraging Enrollment in a Shared Latent Space Interspeech 2025 DAFMSVC: One-Shot Singing Voice Conversion with Dual Attention Mechanism and Flow Matching Interspeech 2025 DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference Acceleration ACL 2025 D-GAT: Dual Graph Attention Network for Global HRTF Interpolation Interspeech 2025 DuoFormer: Leveraging Hierarchical Visual Representations by Local and Global Attention MIDL 2025 Efficient and Microphone-Fault-Tolerant 3D Sound Source Localization Interspeech 2025 Efficient OpAmp Adaptation for Zoom Attention to Golden Contexts ACL 2025 Enhanced Blind Image Restoration with Channel Attention Transformers and Multi-Scale Attention Prompt-based Learning ACML 2025 EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts ACL 2025 Explainable Speech Emotion Recognition Through Attentive Pooling: Insights from Attention-Based Temporal Localization Interspeech 2025 Finetune Large Pre-Trained Model Based on Frequency-Wise Multi-Query Attention Pooling for Anomalous Sound Detection Interspeech 2025