[PDF][PDF] Deconstruct, Analyse, Reconstruct: How to improve Tempo, Beat, and Downbeat Estimation.

S Böck, MEP Davies - ISMIR, 2020 - program.ismir2020.net
In this paper, we undertake a critical assessment of a stateof-the-art deep neural network
approach for computational rhythm analysis. Our methodology is to deconstruct this …

ASAP: a dataset of aligned scores and performances for piano transcription

F Foscarin, A Mcleod, P Rigaux… - … Society for Music …, 2020 - infoscience.epfl.ch
In this paper we present Aligned Scores and Performances (ASAP): a new dataset of 222
digital musical scores aligned with 1068 performances (more than 92 hours) of Western …

Modeling beats and downbeats with a time-frequency transformer

YN Hung, JC Wang, X Song, WT Lu… - ICASSP 2022-2022 …, 2022 - ieeexplore.ieee.org
Transformer is a successful deep neural network (DNN) architecture that has shown its
versatility not only in natural language processing but also in music information retrieval …

An educational guide through the FMP notebooks for teaching and learning fundamentals of music processing

M Müller - Signals, 2021 - mdpi.com
This paper provides a guide through the FMP notebooks, a comprehensive collection of
educational material for teaching and learning fundamentals of music processing (FMP) with …

[PDF][PDF] Dagstuhl ChoirSet: A Multitrack Dataset for MIR Research on Choral Singing.

S Rosenzweig, H Cuesta, C Weiß… - Trans. Int. Soc. Music …, 2020 - academia.edu
Choral singing is a central part of musical cultures across the world, yet many facets of this
widespread form of polyphonic singing are still to be explored. Music information retrieval …

Time signature detection: A survey

J Abimbola, D Kostrzewa, P Kasprowski - Sensors, 2021 - mdpi.com
This paper presents a thorough review of methods used in various research articles
published in the field of time signature estimation and detection from 2003 to the present …

An efficient hidden markov model with periodic recurrent neural network observer for music beat tracking

G Song, Z Wang - Electronics, 2022 - mdpi.com
In music information retrieval (MIR), beat tracking is one of the most fundamental tasks. To
obtain this critical component from rhythmic music signals, a previous beat tracking system …