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09/05/2023
Music Source Separation with Band-Split RoPE Transformer
Music source separation (MSS) aims to separate a music recording into mu...
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06/19/2023
Multitrack Music Transcription with a Time-Frequency Perceiver
Multitrack music transcription aims to transcribe a music audio input in...
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02/01/2023
Jointist: Simultaneous Improvement of Multi-instrument Transcription and Music Source Separation via Joint Training
In this paper, we introduce Jointist, an instrument-aware multi-instrume...
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01/03/2023
Modeling the Rhythm from Lyrics for Melody Generation of Pop Song
Creating a pop song melody according to pre-written lyrics is a typical ...
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11/28/2022
MuSFA: Improving Music Structural Function Analysis with Partially Labeled Data
Music structure analysis (MSA) systems aim to segment a song recording i...
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11/04/2022
Binaural Rendering of Ambisonic Signals by Neural Networks
Binaural rendering of ambisonic signals is of broad interest to virtual ...
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06/22/2022
Jointist: Joint Learning for Multi-instrument Transcription and Its Applications
In this paper, we introduce Jointist, an instrument-aware multi-instrume...
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05/29/2022
Modeling Beats and Downbeats with a Time-Frequency Transformer
Transformer is a successful deep neural network (DNN) architecture that ...
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05/29/2022
To catch a chorus, verse, intro, or anything else: Analyzing a song with structural functions
Conventional music structure analysis algorithms aim to divide a song in...
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10/18/2021
SpecTNT: a Time-Frequency Transformer for Music Audio
Transformers have drawn attention in the MIR field for their remarkable ...
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10/18/2021
Supervised Metric Learning for Music Structure Feature
Music structure analysis (MSA) methods traditionally search for musicall...
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03/26/2021
Supervised Chorus Detection for Popular Music Using Convolutional Neural Network and Multi-task Learning
This paper presents a novel supervised approach to detecting the chorus ...
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03/26/2021
