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10/08/2020
Tatum-Level Drum Transcription Based on a Convolutional Recurrent Neural Network with Language Model-Based Regularized Training
This paper describes a neural drum transcription method that detects fro...
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08/28/2020
Non-Local Musical Statistics as Guides for Audio-to-Score Piano Transcription
We present an automatic piano transcription system that converts polypho...
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05/14/2020
Semi-supervised Neural Chord Estimation Based on a Variational Autoencoder with Discrete Labels and Continuous Textures of Chords
This paper describes a statistically-principled semi-supervised method o...
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11/12/2019
Multi-Step Chord Sequence Prediction Based on Aggregated Multi-Scale Encoder-Decoder Network
This paper studies the prediction of chord progressions for jazz music b...
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08/18/2019
Music Transcription Based on Bayesian Piece-Specific Score Models Capturing Repetitions
Most work on models for music transcription has focused on describing lo...
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04/23/2019
Statistical Learning and Estimation of Piano Fingering
Automatic estimation of piano fingering is important for computationally...
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08/15/2018
Statistical Piano Reduction Controlling Performance Difficulty
We present a statistical-modelling method for piano reduction, i.e. conv...
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08/07/2017
Generative Statistical Models with Self-Emergent Grammar of Chord Sequences
Generative statistical models of chord sequences play crucial roles in m...
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01/29/2017
Rhythm Transcription of Polyphonic Piano Music Based on Merged-Output HMM for Multiple Voices
In a recent conference paper, we have reported a rhythm transcription me...
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04/08/2014
A Stochastic Temporal Model of Polyphonic MIDI Performance with Ornaments
We study indeterminacies in realization of ornaments and how they can be...
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04/08/2014