Cover Image

MusiCRS: Benchmarking Audio-Centric Conversational Recommendation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Surana, Rohan, Namburi, Amit, Mundada, Gagan, Lal, Abhay, Novack, Zachary, McAuley, Julian, Wu, Junda
Format:	Preprint
Published:	2025
Subjects:	Sound Multimedia
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

WildScore: Benchmarking MLLMs in-the-Wild Symbolic Music Reasoning
by: Mundada, Gagan, et al.
Published: (2025)

Video-Guided Text-to-Music Generation Using Public Domain Movie Collections
by: Kim, Haven, et al.
Published: (2025)

CoLLAP: Contrastive Long-form Language-Audio Pretraining with Musical Temporal Structure Augmentation
by: Wu, Junda, et al.
Published: (2024)

PDMX: A Large-Scale Public Domain MusicXML Dataset for Symbolic Music Processing
by: Long, Phillip, et al.
Published: (2024)

Fast Text-to-Audio Generation with Adversarial Post-Training
by: Novack, Zachary, et al.
Published: (2025)

MTAVG-Bench: A Diagnostic Benchmark for Multi-Talker Dialogue-Centric Audio-Video Generation
by: Zhou, Yang-Hao, et al.
Published: (2026)

WildFX: A DAW-Powered Pipeline for In-the-Wild Audio FX Graph Modeling
by: Yang, Qihui, et al.
Published: (2025)

Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators
by: Novack, Zachary, et al.
Published: (2026)

Futga: Towards Fine-grained Music Understanding through Temporally-enhanced Generative Augmentation
by: Wu, Junda, et al.
Published: (2024)

MixFake: Benchmarking and Enhancing Audio Deepfake Detection in Diverse Real-world Mixed Audio
by: Li, Qingcao, et al.
Published: (2026)

Are you really listening? Boosting Perceptual Awareness in Music-QA Benchmarks
by: Zang, Yongyi, et al.
Published: (2025)

Audio-Language Models for Audio-Centric Tasks: A Systematic Survey
by: Su, Yi, et al.
Published: (2025)

Reddit2Deezer: A Scalable Dataset for Real-World Grounded Conversational Music Recommendation
by: Kim, Haven, et al.
Published: (2026)

AV-EMO-Reasoning: Benchmarking Emotional Reasoning Capabilities in Omni-modal LLMS with Audio-visual Cues
by: Zhou, Dingkun, et al.
Published: (2025)

MuseCPBench: an Empirical Study of Music Editing Methods through Music Context Preservation
by: Vishe, Yash, et al.
Published: (2025)

Generative Audio Extension and Morphing
by: Seetharaman, Prem, et al.
Published: (2026)

CSyMR: Benchmarking Compositional Music Information Retrieval in Symbolic Music Reasoning
by: Wang, Boyang, et al.
Published: (2025)

DITTO-2: Distilled Diffusion Inference-Time T-Optimization for Music Generation
by: Novack, Zachary, et al.
Published: (2024)

Audio-Visual Separation with Hierarchical Fusion and Representation Alignment
by: Hu, Han, et al.
Published: (2025)

Manipulated Regions Localization For Partially Deepfake Audio: A Survey
by: He, Jiayi, et al.
Published: (2025)

Delayed Commitment for Representation Readiness in Stage-wise Audio-Visual Learning
by: Xu, Xinmeng, et al.
Published: (2026)

DreamFoley: Scalable VLMs for High-Fidelity Video-to-Audio Generation
by: Li, Fu, et al.
Published: (2025)

MMED: A Multimodal Micro-Expression Dataset based on Audio-Visual Fusion
by: Wang, Junbo, et al.
Published: (2025)

Listen, Pause, and Reason: Toward Perception-Grounded Hybrid Reasoning for Audio Understanding
by: Wang, Jieyi, et al.
Published: (2026)

HybridVC: Efficient Voice Style Conversion with Text and Audio Prompts
by: Niu, Xinlei, et al.
Published: (2024)

SpotSound: Enhancing Large Audio-Language Models with Fine-Grained Temporal Grounding
by: Sun, Luoyi, et al.
Published: (2026)

SAVGBench: Benchmarking Spatially Aligned Audio-Video Generation
by: Shimada, Kazuki, et al.
Published: (2024)

Enkidu: Universal Frequential Perturbation for Real-Time Audio Privacy Protection against Voice Deepfakes
by: Feng, Zhou, et al.
Published: (2025)

XGC-AVis: Towards Audio-Visual Content Understanding with a Multi-Agent Collaborative System
by: Cao, Yuqin, et al.
Published: (2025)

MoLEx: Mixture of LoRA Experts in Speech Self-Supervised Models for Audio Deepfake Detection
by: Pan, Zihan, et al.
Published: (2025)

3MDiT: Unified Tri-Modal Diffusion Transformer for Text-Driven Synchronized Audio-Video Generation
by: Li, Yaoru, et al.
Published: (2025)

MeMo: Attentional Momentum for Real-time Audio-visual Speaker Extraction under Impaired Visual Conditions
by: Li, Junjie, et al.
Published: (2025)

HDA-SELD: Hierarchical Cross-Modal Distillation with Multi-Level Data Augmentation for Low-Resource Audio-Visual Sound Event Localization and Detection
by: Wang, Qing, et al.
Published: (2025)

RVCBench: Benchmarking the Robustness of Voice Cloning Across Modern Audio Generation Models
by: Jin, Ruinan, et al.
Published: (2026)

MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query Response
by: Deng, Zihao, et al.
Published: (2023)

Unison: Harmonizing Motion, Speech, and Sound for Human-Centric Audio-Video Generation
by: Cheng, Shihao, et al.
Published: (2026)

Coherent Audio-Visual Editing via Conditional Audio Generation Following Video Edits
by: Ishii, Masato, et al.
Published: (2025)

Variable-Length Audio Fingerprinting
by: Chen, Hongjie, et al.
Published: (2026)

The Interspeech 2026 Audio Reasoning Challenge: Evaluating Reasoning Process Quality for Audio Reasoning Models and Agents
by: Ma, Ziyang, et al.
Published: (2026)

DITTO: Diffusion Inference-Time T-Optimization for Music Generation
by: Novack, Zachary, et al.
Published: (2024)