{"total":56,"rows":[{"id":"2510.01284","title":"Ovi: Twin Backbone Cross-Modal Fusion for Audio-Video Generation","created":"2025-09-30","cited_by_count":83,"area":null},{"id":"2509.06155","title":"UniVerse-1: Unified Audio-Video Generation via Stitching of Experts","created":"2025-09-07","cited_by_count":61,"area":null},{"id":"2506.07520","title":"LeVo: High-Quality Song Generation with Multi-Preference Alignment","created":"2025-06-09","cited_by_count":25,"area":"alignment"},{"id":"2602.19163","title":"JavisDiT++: Unified Modeling and Optimization for Joint Audio-Video Generation","created":"2026-02-22","cited_by_count":25,"area":null},{"id":"2506.07634","title":"SongBloom: Coherent Song Generation via Interleaved Autoregressive Sketching and Diffusion Refinement","created":"2025-06-09","cited_by_count":23,"area":"diffusion"},{"id":"2602.12160","title":"DreamID-Omni: Unified Framework for Controllable Human-Centric Audio-Video Generation","created":"2026-02-12","cited_by_count":20,"area":null},{"id":"2510.22950","title":"DiffRhythm 2: Efficient and High Fidelity Song Generation via Block Flow Matching","created":"2025-10-27","cited_by_count":15,"area":"diffusion"},{"id":"2508.00733","title":"AudioGen-Omni: A Unified Multimodal Diffusion Transformer for Video-Synchronized Audio, Speech, and Song Generation","created":"2025-08-01","cited_by_count":12,"area":"diffusion"},{"id":"2508.04651","title":"Live Music Models","created":"2025-08-06","cited_by_count":10,"area":null},{"id":"2507.20880","title":"JAM: A Tiny Flow-based Song Generator with Fine-grained Controllability and Aesthetic Alignment","created":"2025-07-28","cited_by_count":9,"area":"diffusion"},{"id":"2507.20900","title":"Music Arena: Live Evaluation for Text-to-Music","created":"2025-07-28","cited_by_count":8,"area":null},{"id":"2601.03973","title":"Muse: Towards Reproducible Long-Form Song Generation with Fine-Grained Style Control","created":"2026-01-07","cited_by_count":8,"area":null},{"id":"2510.01812","title":"SingMOS-Pro: An Comprehensive Benchmark for Singing Quality Assessment","created":"2025-10-02","cited_by_count":7,"area":null},{"id":"2510.23802","title":"Learning Interpretable Features in Audio Latent Spaces via Sparse Autoencoders","created":"2025-10-27","cited_by_count":7,"area":"mechinterp"},{"id":"2601.01568","title":"MM-Sonate: Multimodal Controllable Audio-Video Generation with Zero-Shot Voice Cloning","created":"2026-01-04","cited_by_count":7,"area":null},{"id":"2604.25937","title":"SongBench: A Fine-Grained Multi-Aspect Benchmark for Song Quality Assessment","created":"2026-04-16","cited_by_count":7,"area":null},{"id":"2605.12480","title":"OmniNFT: Modality-wise Omni Diffusion Reinforcement for Joint Audio-Video Generation","created":"2026-05-12","cited_by_count":7,"area":null},{"id":"2606.30642","title":"LeVo 2: Stable and Melodious Song Generation via Hierarchical Representation Modeling and Progressive Post-Training","created":"2026-06-29","cited_by_count":6,"area":null},{"id":"2511.18487","title":"InstructAudio: Unified speech and music generation with natural language instruction","created":"2025-11-23","cited_by_count":5,"area":null},{"id":"2603.00610","title":"CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction","created":"2026-02-28","cited_by_count":5,"area":"alignment"},{"id":"2602.11910","title":"TADA! Tuning Audio Diffusion Models through Activation Steering","created":"2026-02-12","cited_by_count":4,"area":"diffusion"},{"id":"2603.18600","title":"Improving Joint Audio-Video Generation with Cross-Modal Context Learning","created":"2026-03-19","cited_by_count":4,"area":"diffusion"},{"id":"2606.17006","title":"TuneJury: An Open Metric for Improving Music Generation Preference Alignment","created":"2026-06-15","cited_by_count":4,"area":"alignment"},{"id":"2607.20253","title":"Pushing the Frontier of Full-Song Generation: Hierarchical Autoregressive Planning Meets Flow-Matching Rendering","created":"2026-07-22","cited_by_count":4,"area":null},{"id":"2603.29339","title":"LongCat-AudioDiT: High-Fidelity Diffusion Text-to-Speech in the Waveform Latent Space","created":"2026-03-31","cited_by_count":3,"area":"diffusion"},{"id":"2606.03116","title":"AnyAudio-Judge: A Dynamic Rubric-Based Benchmark and Evaluator for Audio Instruction Following","created":"2026-06-02","cited_by_count":3,"area":null},{"id":"2606.05342","title":"SentinelBench: A Benchmark for Long-Running Monitoring Agents","created":"2026-06-03","cited_by_count":3,"area":null},{"id":"2509.14052","title":"AnyAccomp: Generalizable Accompaniment Generation via Quantized Melodic Bottleneck","created":"2025-09-17","cited_by_count":2,"area":null},{"id":"2603.01418","title":"UniTalking: A Unified Audio-Video Framework for Talking Portrait Generation","created":"2026-03-02","cited_by_count":2,"area":null},{"id":"2603.11042","title":"V2M-Zero: Zero-Pair Time-Aligned Video-to-Music Generation","created":"2026-03-11","cited_by_count":2,"area":null},{"id":"2604.17656","title":"Video-Robin: Autoregressive Diffusion Planning for Intent-Grounded Video-to-Music Generation","created":"2026-04-19","cited_by_count":2,"area":null},{"id":"2604.22209","title":"UniSonate: A Unified Model for Speech, Music, and Sound Effect Generation with Text Instructions","created":"2026-04-24","cited_by_count":2,"area":"diffusion"},{"id":"2605.01809","title":"TMD-Bench: A Multi-Level Evaluation Paradigm for Music-Dance Co-Generation","created":"2026-05-03","cited_by_count":2,"area":null},{"id":"2508.05011","title":"Towards Hallucination-Free Music: A Reinforcement Learning Preference Optimization Framework for Reliable Song Generation","created":"2025-08-07","cited_by_count":1,"area":"alignment"},{"id":"2603.17889","title":"Identity as Presence: Towards Appearance and Voice Personalized Joint Audio-Video Generation","created":"2026-03-18","cited_by_count":1,"area":null},{"id":"2607.11143","title":"Anysynth:Zero-Shot Instrument Cloning via In-Context Learning and Asymmetric Hierarchical Guidance","created":"2026-07-13","cited_by_count":1,"area":"diffusion"},{"id":"2609.16034","title":"StepAudio 3 Music Technical Report","created":"2026-09-11","cited_by_count":1,"area":"diffusion"},{"id":"2506.12083","title":"TuneGenie: Reasoning-based LLM agents for preferential music generation","created":"2025-06-10","cited_by_count":0,"area":"lr"},{"id":"2603.21073","title":"SqueezeComposer: Temporal Speed-up is A Simple Trick for Long-form Music Composing","created":"2026-03-22","cited_by_count":0,"area":null},{"id":"2603.23667","title":"Echoes: A semantically-aligned music deepfake detection dataset","created":"2026-03-24","cited_by_count":0,"area":null},{"id":"2604.11052","title":"LaDA-Band: Language Diffusion Models for Vocal-to-Accompaniment Generation","created":"2026-04-13","cited_by_count":0,"area":"diffusion"},{"id":"2605.03395","title":"APEX: Large-scale Multi-task Aesthetic-Informed Popularity Prediction for AI-Generated Music","created":"2026-05-05","cited_by_count":0,"area":null},{"id":"2605.17414","title":"S2Accompanist: A Semantic-Aware and Structure-Guided Diffusion Model for Music Accompaniment Generation","created":"2026-05-17","cited_by_count":0,"area":"diffusion"},{"id":"2605.30965","title":"ImmersiveTTS: Environment-Aware Text-to-Speech with Multimodal Diffusion Transformer and Domain-Specific Representation Alignment","created":"2026-05-29","cited_by_count":0,"area":"diffusion"},{"id":"2606.02638","title":"SegTune: Structured and Fine-Grained Control for Song Generation","created":"2026-05-31","cited_by_count":0,"area":null},{"id":"2606.07015","title":"Towards Unified Song Generation and Singing Voice Conversion with Accompaniment Co-Generation","created":"2026-06-05","cited_by_count":0,"area":null},{"id":"2607.11117","title":"MusicMark: A Robust Generative Watermarking Framework for Music Generation","created":"2026-07-13","cited_by_count":0,"area":"safety"},{"id":"2607.26698","title":"MPEcho: A Melody and Phoneme-Aware Generative Framework for Controllable Cover Song Generation","created":"2026-07-29","cited_by_count":0,"area":null},{"id":"2608.11755","title":"MuseCritic: Learning Multi-Aspect Song Rewards through Natural-Language Aesthetic Critiques","created":"2026-08-12","cited_by_count":0,"area":"alignment"},{"id":"2608.30125","title":"VIBE: Video Instruction-aligned Background music gEneration","created":"2026-08-31","cited_by_count":0,"area":"alignment"},{"id":"2609.12774","title":"DiffSynth-Music: Audio-Conditioned KV-Cache Adapters for Controllable Music Generation","created":"2026-09-11","cited_by_count":0,"area":"diffusion"},{"id":"2609.18585","title":"TTM-Bench: A Framework for Text-to-Music System Performance Benchmarking","created":"2026-09-16","cited_by_count":0,"area":null},{"id":"2609.33723","title":"GeoShrink: Accelerating Diffusion Transformers with Two Lines of Code","created":"2026-09-27","cited_by_count":0,"area":"diffusion"},{"id":"2609.39552","title":"Ghost in the Encoder: Decodable Artist Identity Representations in Lyrics-to-Song Generation","created":"2026-09-30","cited_by_count":0,"area":null},{"id":"2610.07966","title":"Feature Encoding in VAE-based Audio Decoders: Effects of Input, Depth and Distribution","created":"2026-10-06","cited_by_count":0,"area":"mechinterp"},{"id":"2610.09637","title":"Tracing Inputs, Verifying Outputs: Validating Attribution in Music Generation","created":"2026-10-07","cited_by_count":0,"area":null}],"next_cursor":null}