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Research

Publications: Mr Marco Pasini

Pasini M, Lattner S, Fazekas G ( 2025 ) . Music2Latent2: Audio Compression with Summary Embeddings and Autoregressive Decoding . Conference: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) vol. 00 , 1 - 5 .
Pasini M, Lattner S, Fazekas G ( 2025 ) . CODICODEC: UNIFYING CONTINUOUS AND DISCRETE COMPRESSED REPRESENTATIONS OF AUDIO . Proceedings of the International Society for Music Information Retrieval Conference , vol. 2025 ,
Dixon S, Guinot J, Yusuf F, Aldous B, Bhandari K, Bradshaw L, Guo Z, He Z et al. ( 2024 ) . DMRN+19: Digital Music Research Network One-day Workshop 2024 . https://www.qmul.ac.uk/dmrn/dmrn19/ . Conference: DMRN+19: Digital Music Research Network One-day Workshop 2024 ( Arst Two - QMUL (Queen Mary University of London); London E1 4NS, UK. ) from: 17/12/2024 to: 17/12/2024 , 1 - 25 .
Pasini M, Grachten M ( 2024 ) . Bass Accompaniment Generation via Latent Diffusion . Conference: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2024) from: 14/04/2024 to: 19/04/2024 ,
Nistal J, Pasini M, Aouameur C, Grachten M, Lattner S ( 2024 ) . DIFF-A-RIFF: MUSICAL ACCOMPANIMENT CO-CREATION VIA LATENT DIFFUSION MODELS . Proceedings of the International Society for Music Information Retrieval Conference , vol. 2024 ,
Pasini M, Nistal J, Lattner S, FAZEKAS G . Continuous Autoregressive Models with Noise Augmentation Avoid Error Accumulation . Conference: 38th Conference on Neural Information Processing Systems (NeurIPS 2024) - Audio Imagination Workshop
Pasini M, Lattner S, FAZEKAS G . Music2Latent: Consistency Autoencoders for Latent Audio Compression . Conference: International Society for Music Information Retrieval 2024
Pasini M, Lattner S, FAZEKAS G . Self-Supervised Music Source Separation Using Vector-Quantized Source Category Estimates . Conference: 37th Conference on Neural Information Processing Systems (NeurIPS 2023) - Machine Learning for Audio Workshop