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12/09/2021
Web Platform for Visualisation of Kinematic Data captured from a Motor Tele-rehabilitation System
Stroke can have a severe impact on an individual's quality of life, lead...
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09/09/2020
A dataset and classification model for Malay, Hindi, Tamil and Chinese music
In this paper we present a new dataset, with musical excepts from the th...
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01/25/2020
The impact of Audio input representations on neural network based music transcription
This paper thoroughly analyses the effect of different input representat...
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12/27/2019
nnAudio: An on-the-fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolution Neural Networks
Converting time domain waveforms to frequency domain spectrograms is typ...
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12/03/2019
Singing Voice Conversion with Disentangled Representations of Singer and Vocal Technique Using Variational Autoencoders
We propose a flexible framework that deals with both singer conversion a...
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06/25/2019
A novel music-based game with motion capture to support cognitive and motor function in the elderly
This paper presents a novel game prototype that uses music and motion de...
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06/19/2019
Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders
In this paper, we learn disentangled representations of timbre and pitch...
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11/29/2018
From Context to Concept: Exploring Semantic Relationships in Music with Word2Vec
We explore the potential of a popular distributional semantics vector sp...
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07/19/2017