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09/06/2023
The Role of Communication and Reference Songs in the Mixing Process: Insights from Professional Mix Engineers
Effective music mixing requires technical and creative finesse, but clea...
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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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06/29/2023
Singing Voice Synthesis Using Differentiable LPC and Glottal-Flow-Inspired Wavetables
This paper introduces GlOttal-flow LPC Filter (GOLF), a novel method for...
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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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03/02/2023
AI as mediator between composers, sound designers, and creative media producers
Musical professionals who produce material for non-musical stakeholders ...
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01/24/2023
Mesostructures: Beyond Spectrogram Loss in Differentiable Time-Frequency Analysis
Computer musicians refer to mesostructures as the intermediate levels of...
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10/27/2022
Conditioning and Sampling in Variational Diffusion Models for Speech Super-resolution
Recently, diffusion models (DMs) have been increasingly used in audio pr...
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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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08/25/2022
Contrastive Audio-Language Learning for Music
As one of the most intuitive interfaces known to humans, natural languag...
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05/18/2022
Seeing Sounds, Hearing Shapes: a gamified study to evaluate sound-sketches
Sound-shape associations, a subset of cross-modal associations between t...
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12/08/2021
Learning music audio representations via weak language supervision
Audio representations for music information retrieval are typically lear...
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08/05/2021
Performer Identification From Symbolic Representation of Music Using Statistical Models
Music Performers have their own idiosyncratic way of interpreting a musi...
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07/16/2021
DoReMi: First glance at a universal OMR dataset
The main challenges of Optical Music Recognition (OMR) come from the nat...
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07/15/2021
Sketching sounds: an exploratory study on sound-shape associations
Sound synthesiser controls typically correspond to technical parameters ...
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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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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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04/24/2021
MusCaps: Generating Captions for Music Audio
Content-based music information retrieval has seen rapid progress with t...
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03/24/2021
Transfer Learning for Piano Sustain-Pedal Detection
Detecting piano pedalling techniques in polyphonic music remains a chall...
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06/14/2020
Optical Music Recognition: State of the Art and Major Challenges
Optical Music Recognition (OMR) is concerned with transcribing sheet mus...
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01/16/2020
A Critical Look at the Applicability of Markov Logic Networks for Music Signal Analysis
In recent years, Markov logic networks (MLNs) have been proposed as a po...
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05/01/2019
A Feature Learning Siamese Model for Intelligent Control of the Dynamic Range Compressor
In this paper, a siamese DNN model is proposed to learn the characterist...
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09/13/2017
A Tutorial on Deep Learning for Music Information Retrieval
Following their success in Computer Vision and other areas, deep learnin...
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03/27/2017