Latest Research in Multimodal Audio Intelligence

Top Research Topics in Multimodal Audio Intelligence

• Sound — 167 papers
• Computer Vision and Pattern Recognition — 111 papers
• Audio and Speech Processing — 97 papers
• Computation and Language — 83 papers
• Emotion and Mood Recognition — 28 papers
• Music and Audio Processing — 22 papers
• Artificial Intelligence — 14 papers
• Speech Recognition and Synthesis — 14 papers
• Multimedia — 11 papers
• Machine Learning — 10 papers

Highest-Cited Papers

1. moroccan_nlp: Linguistic Resources and Models for Moroccan Darija and Arabic (1 citations)
2. Low resource multi-head self-attention based transformer for airborne acoustic classification system
3. Explicit Note-Event Tokenization and Pitch-Validity Constrained Decoding for MIDI-to-Tablature Transcription
4. MMedFD: A Real-world Healthcare Benchmark for Multi-turn Full-Duplex Automatic Speech Recognition
5. Knowledge-Guided Multimodal Reasoning over Interacting Streams for Video-Level Ambivalence and Hesitancy Recognition
6. Phoneme- vs. Character-Level Targets and Selective State-Space Models for Intracortical Brain-to-Text
7. Generation or Judgement? A Paradigm Perspective on LLM-Based Emotion-Cause Pair Extraction in Conversation
8. Qwen-Audio-3.0-Gen-Preview Technical Report
9. MPEcho: A Melody and Phoneme-Aware Generative Framework for Controllable Cover Song Generation
10. AtmosERC: Modeling Dialogue-Level Affective Atmosphere for Emotion Recognition in Conversation
11. Ripple: Real-Time Streaming Audio-Video Generation With Cross-Modal Recurrent Memory
12. A Study on Online Mask-based Beamforming Using Per-channel Masking for Spatially Distributed Microphones
13. Text2Score: Generating Sheet Music From Textual Prompts
14. Pushing the Frontier of Full-Song Generation: Hierarchical Autoregressive Planning Meets Flow-Matching Rendering
15. Detection of AI-generated stems within hybrid human-AI music
16. Facial-Expression-Aware Prompting for Empathetic LLM Tutoring
17. Audio-Anchored Fusion of Multi-Ratio DiT Reconstruction Residuals for Cross-Domain Audio Deepfake Detection
18. Prosody-driven Jailbreaks in Audio LLMs: A Controlled Study and Mechanistic Analysis
19. Unfolded Recursive Expectation-Maximization Neural Network For Speaker Tracking
20. Auto-AEG: Scalable Data Construction for Open-Vocabulary Audio Event Grounding

Sub-Regions

• Speech Processing And Synthesis — 306 papers
• Visual Narrative Understanding — 181 papers
• Generative Music Modeling — 149 papers
• Affective Multimodal Intelligence — 80 papers