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06/14/2023
Permutation Invariant Recurrent Neural Networks for Sound Source Tracking Applications
Many multi-source localization and tracking models based on neural netwo...
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03/24/2023
Symbolic Music Structure Analysis with Graph Representations and Changepoint Detection Methods
Music Structure Analysis is an open research task in Music Information R...
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10/25/2022
A Survey on Artificial Intelligence for Music Generation: Agents, Domains and Perspectives
Music is one of the Gardner's intelligences in his theory of multiple in...
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09/16/2022
musicaiz: A Python Library for Symbolic Music Generation, Analysis and Visualization
In this article, we present musicaiz, an object-oriented library for ana...
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03/31/2022
Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNs
In this paper, we present a new model for Direction of Arrival (DOA) est...
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03/28/2022
Subjective Evaluation of Deep Learning Models for Symbolic Music Composition
Deep learning models are typically evaluated to measure and compare thei...
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08/27/2021
Music Composition with Deep Learning: A Review
Generating a complex work of art such as a musical composition requires ...
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07/13/2021
Timbre Classification of Musical Instruments with a Deep Learning Multi-Head Attention-Based Model
The aim of this work is to define a model based on deep learning that is...
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08/17/2020
Music Boundary Detection using Convolutional Neural Networks: A comparative analysis of combined input features
The analysis of the structure of musical pieces is a task that remains a...
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06/16/2020
Robust Sound Source Tracking Using SRP-PHAT and 3D Convolutional Neural Networks
In this paper, we present a new sound source DOA estimation and tracking...
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10/26/2018