Automatic Chord Estimation from Audio: A Review of the State of the Art

被引：39

作者：

McVicar, Matt ^{[1
]}

Santos-Rodriguez, Raul ^{[1
]}

Ni, Yizhao ^{[1
]}

De Bie, Tijl ^{[1
]}

机构：

[1] Univ Bristol, Dept Engn Math, Intelligent Syst Lab, Bristol BS8 1UB, Avon, England

来源：

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING | 2014年 / 22卷 / 02期

关键词：

Music information retrieval; machine learning; supervised learning; knowledge based systems; expert systems; KEY; TRANSCRIPTION; TRACKING; SYSTEM; MODEL;

D O I：

10.1109/TASLP.2013.2294580

中图分类号：

O42 [声学];

学科分类号：

070206 ; 082403 ;

摘要：

In this overview article, we review research on the task of Automatic Chord Estimation (ACE). The major contributions from the last 14 years of research are summarized, with detailed discussions of the following topics: feature extraction, modeling strategies, model training and datasets, and evaluation strategies. Results from the annual benchmarking evaluation Music Information Retrieval Evaluation eXchange (MIREX) are also discussed as well as developments in software implementations and the impact of ACE within MIR. We conclude with possible directions for future research.

引用

页码：556 / 575

页数：20

共 50 条

[21] Chord Recognition From DFTs of Down Sampled Audio Signals
Mandel, Ethan
2021 IEEE WESTERN NEW YORK IMAGE AND SIGNAL PROCESSING WORKSHOP (WNYISPW), 2021,
[22] Automatic License Plate Recognition (ALPR): A State-of-the-Art Review
Du, Shan
Ibrahim, Mahmoud
Shehata, Mohamed
Badawy, Wael
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2013, 23 (02) : 322 - 336
[23] Analysis and Review of State-of-the-Art Automatic Parking Assist System
Song, Yuyu
Liao, Chenglin
2016 IEEE INTERNATIONAL CONFERENCE ON VEHICULAR ELECTRONICS AND SAFETY (ICVES), 2016, : 61 - 66
[24] State-of-the-Art Review on Recent Trends in Automatic Speech Recognition
Kandji, Abdou Karim
Ba, Cheikh
Ndiaye, Samba
EMERGING TECHNOLOGIES FOR DEVELOPING COUNTRIES, AFRICATEK 2023, 2024, 520 : 185 - 203
[25] A state of art review on estimation of solar radiation with various models
Gurel, Ali Etem
Agbulut, Umit
Bakir, Huseyin
Ergun, Alper
Yildiz, Gokhan
HELIYON, 2023, 9 (02)
[26] Automatic soundscape quality estimation using audio analysis
Giannakopoulos, Theodoros
Siantikos, Georgios
Perantonis, Stavros
Votsi, Nefta-Eleftheria
Pantis, John
8TH ACM INTERNATIONAL CONFERENCE ON PERVASIVE TECHNOLOGIES RELATED TO ASSISTIVE ENVIRONMENTS (PETRA 2015), 2015,
[27] Automatic Reliability Estimation for Speech Audio Surveillance Recordings
Borrelli, Clara
Bestagini, Paolo
Antonacci, Fabio
Sarti, Augusto
Tubaro, Stefano
2019 IEEE INTERNATIONAL WORKSHOP ON INFORMATION FORENSICS AND SECURITY (WIFS), 2019,
[28] Automatic summarising: The state of the art
Jones, Karen Spaerck
INFORMATION PROCESSING & MANAGEMENT, 2007, 43 (06) : 1449 - 1481
[29] Automatic Noise PSD Estimation for Restoration of Archived Audio
Brandt, Matthias
Doclo, Simon
Bitzer, Joerg
JOURNAL OF THE AUDIO ENGINEERING SOCIETY, 2019, 67 (1-2): : 38 - 53
[30] Automatic Chord Recognition Based on Bass Estimation and Pitch Classes Classification by Volume
Camacho, Arturo
2022 XVLIII LATIN AMERICAN COMPUTER CONFERENCE (CLEI 2022), 2022,

← 1 2 3 4 5 →