Taming visually guided sound generation

V Iashin, E Rahtu - arXiv preprint arXiv:2110.08791, 2021 - arxiv.org
Recent advances in visually-induced audio generation are based on sampling short, low-
fidelity, and one-class sounds. Moreover, sampling 1 second of audio from the state-of-the …

Jukedrummer: Conditional beat-aware audio-domain drum accompaniment generation via transformer VQ-VAE

YK Wu, CY Chiu, YH Yang - arXiv preprint arXiv:2210.06007, 2022 - arxiv.org
This paper proposes a model that generates a drum track in the audio domain to play along
to a user-provided drum-free recording. Specifically, using paired data of drumless tracks …

Adversarial synthesis of drum sounds

J Drysdale, M Tomczak… - Proceedings of the 23rd …, 2020 - open-access.bcu.ac.uk
Recent advancements in generative audio synthesis have allowed for the development of
creative tools for generation and manipulation of audio. In this paper, a strategy is proposed …

DrumGAN VST: A plugin for drum sound analysis/synthesis with autoencoding generative adversarial networks

J Nistal, C Aouameur, I Velarde, S Lattner - arXiv preprint arXiv …, 2022 - arxiv.org
In contemporary popular music production, drum sound design is commonly performed by
cumbersome browsing and processing of pre-recorded samples in sound libraries. One can …

Style-based drum synthesis with GAN inversion

J Drysdale, M Tomczak… - … of the 22nd Int. Society for …, 2021 - e-space.mmu.ac.uk
Neural audio synthesizers exploit deep learning as an alternative to traditional synthesizers
that generate audio from hand-designed components such as oscillators and wavetables …

Mapping the Audio Landscape for Innovative Music Sample Generation

C Limberg, Z Zhang - Proceedings of the 2024 International Conference …, 2024 - dl.acm.org
This paper introduces the Generative Sample Map (GESAM), a novel two-stage
unsupervised learning framework capable of generating high-quality and expressive audio …

Deep audio effects for snare drum recording transformations

M Cheshire, J Drysdale, S Enderby, M Tomczak… - Journal of the Audio …, 2022 - aes.org
The ability to perceptually modify drum recording parameters in a post-recording process
would be of great benefit to engineers limited by time or equipment. In this work, a …

Automated Rhythmic Transformation of Drum Recordings

M Tomczak - 2023 - open-access.bcu.ac.uk
Within the creative industries, music information retrieval techniques are now being applied
in a variety of music creation and production applications. Audio artists incorporate …

Speech Stimulus Continuum Generation: A Deep Learning Approach

Z Li, Y Xie, D Ke - 2021 International Conference on Asian …, 2021 - ieeexplore.ieee.org
Creating a naturalistic speech stimulus continuum (ie, a series of stimuli equally spaced
along a specific acoustic dimension between two given categories) is an indispensable …

[PDF][PDF] Co-creative Musical Repurposing by Modelling Rhythmic Compatibility

AC Santos, MEP Davies, A Cardoso - computationalcreativity.net
A common, and arguably innate, human response when listening to music is to tap one's
foot to mark the regular pulse of the beat. A more complex form of interactive synchronization …