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Research

Publications: Mr Christopher Mitcheltree

Mitcheltree C, Lostanlen V, Benetos E, Lagrange M ( 2026 ) . SCRAPL: Scattering Transform with Random Paths for Machine Learning . Conference: 14th International Conference on Learning Representations (ICLR) ( Rio de Janeiro, Brazil ) from: 23/04/2026 to: 27/04/2026 ,
Mitcheltree C, Tan HH, Reiss JD ( 2025 ) . Modulation Discovery with Differentiable Digital Signal Processing . Conference: 2025 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) vol. 00 , 1 - 5 .
Mitcheltree C, Teleaga B, Fyfe A, Masuda N, Schäfer M, Bradic A, Tokui N ( 2025 ) . Neutone SDK: An Open Source Framework for Neural Audio Processing . Conference: AES International Conference on Artificial Intelligence and Machine Learning for Audio ( London, UK ) from: 08/09/2025 to: 10/09/2025 ,
Steinmetz CJ, Uhle C, Everardo F, Mitcheltree C, McElveen JK, Jot J-M, Wichern G ( 2025 ) . Audio Signal Processing in the Artificial Intelligence Era: Challenges and Directions . Journal of the Audio Engineering Society vol. 73 , ( 7/8 ) 406 - 428 .
Yu C-Y, Mitcheltree C, Carson A, Bilbao S, Reiss J, Fazekas G ( 2024 ) . Differentiable All-pole Filters for Time-varying Audio Systems . Conference: International Conference on Digital Audio Effects 2024 ( Guildford, Surrey, UK ) from: 03/09/2024 to: 07/09/2024 ,
Vahidi C, Mitcheltree C, Lostanlen V ( 2023 ) . Kymatio: Deep Learning meets Wavelet Theory for Music Signal Processing .
Mitcheltree C, Steinmetz CJ, Comunita M, Reiss JD ( 2023 ) . Modulation Extraction for LFO-driven Audio Effects . Conference: International Conference on Digital Audio Effects (DAFx) ( Copenhagen, Denmark ) from: 04/09/2023 to: 07/09/2023 ,
Fyfe A, Mitcheltree C ( 2022 ) . Neutone - Real-time AI audio plugin for DAWs .
Wolstanholme L, Mitcheltree C . Hearing from Within a Crossfade . IRCAM Forum Workshop, Paris, France , from: 27/03/2025 to: 27/05/2025 , Medium: Installation ,