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09/13/2023
Differentiable Modelling of Percussive Audio with Transient and Spectral Synthesis
Differentiable digital signal processing (DDSP) techniques, including me...
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08/29/2023
A Review of Differentiable Digital Signal Processing for Music Speech Synthesis
The term "differentiable digital signal processing" describes a family o...
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05/24/2023
Interactive Neural Resonators
In this work, we propose a method for the controllable synthesis of real...
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04/19/2023
The Responsibility Problem in Neural Networks with Unordered Targets
We discuss the discontinuities that arise when mapping unordered objects...
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04/16/2023
The language of sounds unheard: Exploring musical timbre semantics of large language models
Semantic dimensions of sound have been playing a central role in underst...
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10/27/2022
Rigid-Body Sound Synthesis with Differentiable Modal Resonators
Physical models of rigid bodies are used for sound synthesis in applicat...
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10/26/2022
Sinusoidal Frequency Estimation by Gradient Descent
Sinusoidal parameter estimation is a fundamental task in applications fr...
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09/02/2022
"More Than Words": Linking Music Preferences and Moral Values Through Lyrics
This study explores the association between music preferences and moral ...
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04/10/2022
Deep Conditional Representation Learning for Drum Sample Retrieval by Vocalisation
Imitating musical instruments with the human voice is an efficient way o...
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04/10/2022
Deep Embeddings for Robust User-Based Amateur Vocal Percussion Classification
Vocal Percussion Transcription (VPT) is concerned with the automatic det...
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10/18/2021
Learning Models for Query by Vocal Percussion: A Comparative Study
The imitation of percussive sounds via the human voice is a natural and ...
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09/05/2021
Timbre Transfer with Variational Auto Encoding and Cycle-Consistent Adversarial Networks
This research project investigates the application of deep learning to t...
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07/11/2021
Neural Waveshaping Synthesis
We present the Neural Waveshaping Unit (NEWT): a novel, lightweight, ful...
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07/01/2021
Modelling Moral Traits with Music Listening Preferences and Demographics
Music is an essential component in our everyday lives and experiences, a...
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05/25/2021
A Modulation Front-End for Music Audio Tagging
Convolutional Neural Networks have been extensively explored in the task...
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09/24/2020
Timbre Space Representation of a Subtractive Synthesizer
In this study, we produce a geometrically scaled perceptual timbre space...
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11/25/2018
