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Amit Namburi
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Futga: Towards fine-grained music understanding through temporally-enhanced generative augmentation
J Wu, Z Novack, A Namburi, J Dai, HW Dong, Z Xie, C Chen, J McAuley
arXiv preprint arXiv:2407.20445, 2024
112024
FUTGA-MIR: Enhancing Fine-grained and Temporally-aware Music Understanding with Music Information Retrieval
J Wu, Z Novack, A Namburi, HW Dong, C Chen, J Dai, J McAuley
ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and …, 2025
62025
Collap: Contrastive long-form language-audio pretraining with musical temporal structure augmentation
J Wu, W Li, Z Novack, A Namburi, C Chen, J McAuley
ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and …, 2025
62025
Wildscore: Benchmarking mllms in-the-wild symbolic music reasoning
G Mundada, Y Vishe, A Namburi, X Xu, Z Novack, J McAuley, J Wu
Proceedings of the 2025 Conference on Empirical Methods in Natural Language …, 2025
22025
Musicrs: Benchmarking audio-centric conversational recommendation
R Surana, A Namburi, G Mundada, A Lal, Z Novack, J McAuley, J Wu
arXiv preprint arXiv:2509.19469, 2025
12025
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Articles 1–5