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A new approach to query by humming in music retrieval

Lie Lu, Hong You, Hong-Jiang Zhang
2001 IEEE International Conference on Multimedia and Expo, 2001. ICME 2001.  
For 88% queries, the correct song can be retrieved among the top 10 matches.  ...  In this paper, we present a method for querying desired songs from music database by humming a tune. Since errors are inevitable in humming, tolerance should be considered.  ...  For 74% queries, the correct song can be retrieved among the first three matches, and for 88% queries, it is among the first 10 matches.  ... 
doi:10.1109/icme.2001.1237790 dblp:conf/icmcs/LuYZ01 fatcat:ff45t4vjqvfgblngdgrsanb22y

Music Data Feature Analysis and Extraction Algorithm Based on Music Melody Contour

Jingwen Zhang, Liping Zhang
2022 Mobile Information Systems  
Text-based music information retrieval is still the main way for people to find music, but this method has obvious shortcomings and deficiencies, and it is a relatively cumbersome and inefficient method  ...  Melody is the most important extraction feature in content-based music retrieval.  ...  of the music melody because text-based music information retrieval is inefficient and cumbersome to use. e user only needs to hum a portion of a song for the system to recognize it.  ... 
doi:10.1155/2022/8030569 fatcat:76fbn6woubeyxkzac2ua3uvic4

An architecture for effective music information retrieval

Alexandra L. Uitdenbogerd, Justin Zobel
2004 Journal of the American Society for Information Science and Technology  
We have explored methods for music information retrieval for polyphonic music stored in the MIDI format.  ...  In this paper we review this program of work, compare to other approaches to music information retrieval, and identify outstanding issues.  ...  Among the similarity techniques tested, both approximate string matching and n-gram matching have strengths and weaknesses, but both are reliable at identifying pieces of music that are similar to a query  ... 
doi:10.1002/asi.20057 fatcat:5vvo7kxawngplemww4zmwp5mtu

Musical Models For Melody Alignment

Peter Van Kranenburg, Anja Volk, Frans Wiering, Remco C. Veltkamp
2009 Zenodo  
We thank Jeroen Donkers for suggesting the alignment approach, Daniel Müllensiefen and Klaus Frieler for calculating distance matrices for rawEd and diffEd, Bas de Haas for his evaluation software, and  ...  Carlos Gómez for his implementation of the Mongeau-Sankoff algorithm.  ...  page. c 2009 International Society for Music Information Retrieval. aligned with a symbol from sequence y or with a gap.  ... 
doi:10.5281/zenodo.1415608 fatcat:z4ifmdssdnfcjbamg2bod7fdlq

Melody‐based retrieval of music

Yi Jin, Min Huang
2004 Electronic library  
This paper focuses on the melody-based retrieval of music, which can be regarded as a kind of contentbased retrieval of music but much closer to the actual nature of music.  ...  It can be divided into three parts for studying: the extraction of melodic attributes, the melody input methods and the matching methods.  ...  To include audio input is very helpful for the melody-based retrieval and it is also a hot research area in content-based retrieval of music.  ... 
doi:10.1108/02640470410541679 fatcat:4htilsauircofoztyrbqonhbpi

Effective Digital Music Retrieval System Through Content-Based Features

Bokyung Sung, Kwanghyo Koo, Jungsoo Kim, Myung-Bum Jung, Jinman Kwon, Ilju Ko
2009 Zenodo  
In this paper, we propose effective system for digital music retrieval. We divided proposed system into Client and Server.  ...  Extracted features from 1,000 digital music files were stored in Music Server. In Music Matching stage, we found retrieval result through similarity measure by DTW.  ...  Melody-based retrieval is to index melody of all music then to retrieve. Melody is categorized information as mid-level information.  ... 
doi:10.5281/zenodo.1080967 fatcat:mlpg2jkcc5fulb6trlejtmwvxa

Mid-Level Music Melody Representation Of Polyphonic Audio For Query-By-Humming System

Jungmin Song, So-Young Bae, Kyoungro Yoon
2002 Zenodo  
Humming a tune is very natural and familiar habit of human and humming as a query for retrieval would be also very natural and convenient way for finding music of interest among a group of music.  ...  Query-by-humming (QBH) is one of the music retrieval methods, which finds music that contains similar or same melody to the humming query.  ... 
doi:10.5281/zenodo.1418309 fatcat:jrrsjcpctvfjxaknomftnx4uqa

Content-Based Music Information Retrieval: Current Directions and Future Challenges

M.A. Casey, R. Veltkamp, M. Goto, M. Leman, C. Rhodes, M. Slaney
2008 Proceedings of the IEEE  
retrieval) and other cues (e.g., music notation and symbolic representation), and identifies some of the major challenges for the coming years.  ...  Some of the music collections available are approaching the scale of ten million tracks and this has posed a major challenge for searching, retrieving, and organizing music content.  ...  For example, the estimated melody (vocal) line facilitates song retrieval based on similar singing voice timbres [41] , music retrieval/classification based on melodic similarities, and music indexing  ... 
doi:10.1109/jproc.2008.916370 fatcat:ynpw7lyf6fchfdzzl5jll22cee

Musical information retrieval using melodic surface

Massimo Melucci, Nicola Orio
1999 Proceedings of the fourth ACM conference on Digital libraries - DL '99  
The automatic best-match and content-based retrieval of musical documents against musical queries is addressed in this paper.  ...  An experimental study reports on the results of indexing and retrieval tests using the vector-space model.  ...  For queries using Bach's, Mozart's and Grieg's melodies, in most of the case it was possible to recognize a similar structure of the melody, that is a similar organization of the melodic surfaces.  ... 
doi:10.1145/313238.313293 dblp:conf/dl/MelucciO99 fatcat:dfcanltdhvhddaj7xdesfegmu4

Modelling Folksong Melodies

Frans Wiering, Remco C Veltkamp, Jörg Garbers, Anja Volk, Peter van Kranenburg, Louis P Grijp
2009 Interdisciplinary Science Reviews  
information retrieval, Folksong, Melodic similarly measure, WITCHCRAFT  ...  It is the aim of the WITCHCRAFT project to design and implement methods for processing the musical content of the songs.  ...  Editor development and data entry was partly supported by SenterNovem project DMBO06026, Dutch Songs as Musical Content.  ... 
doi:10.1179/174327909x441081 fatcat:ynij6culcjc2vgknyymd4kehcm

A Query-by-Singing Technique for Retrieving Polyphonic Objects of Popular Music [chapter]

Hung-Ming Yu, Wei-Ho Tsai, Hsin-Min Wang
2005 Lecture Notes in Computer Science  
From the perspective of music retrieval, searching for a MIDI object from a database is much easier than searching for an MP3 object, because extracting score information is easy from a symbolic file,  ...  Our approaches for melody extraction and melody comparison are presented in Sections 4 and 5, respectively.  ...  This makes it more difficult to design a system for retrieving CD music than to design a system for retrieving MIDI music, since the desired information, usually residing in the solo voice, is inextricably  ... 
doi:10.1007/11562382_34 fatcat:qa2vxd5jjngghpwlxj7kxuzahy

Interval Distinction on Melody Perception for Music Information Retrieval [chapter]

Cihan Isikhan, Adil Alpkocak, Yetkin Ozer
2009 Lecture Notes in Computer Science  
Consequently, if the new weighting-scheme created in this study are used in sequenced-based melody comparison, melodies retrieved to user would have a more credible ranking.  ...  The problem of musical query processing can be envisioned as a substring-matching problem when the melody is represented as a sequence of notes associated with a set of attributes.  ...  Introduction Recently, there is an increasing interest in Music Information Retrieval (MIR) as a result of large amount of music data becoming available both on the Internet and other resources.  ... 
doi:10.1007/978-3-642-02518-1_13 fatcat:523d33ht7jhfjexf57xapy6uum

A Novel Approach Based on Fault Tolerance and Recursive Segmentation to Query by Humming [chapter]

Xiaohong Yang, Qingcai Chen, Xiaolong Wang
2010 Lecture Notes in Computer Science  
Experimental results reveal that proposed approach can achieve high recall for music retrieval.  ...  With the explosive growth of digital music, content-based music information retrieval especially query by humming/singing have been attracting more and more attention and are becoming popular research  ...  The authors would like to thank the anonymous reviewers for helpful suggestions.  ... 
doi:10.1007/978-3-642-13577-4_49 fatcat:gz54gwqwlzfizoiimwuaj56dwm


Alberto Moreno
2020 Acta Informatica Malaysia  
used in constructing the music content, and intelligent retrieval method translated.  ...  a new framework music processing – Music calculation system, the core objective is to study intelligently and automatically identifies various elements of music information and analyze the information  ...  angles on music similarity measure is the core issue of sample retrieval .Among them, tuning, style, global music elements can be retrieved according to different user requirements to provide index and  ... 
doi:10.26480/aim.02.2020.30.32 doaj:aecbe28524f94659ace965d1c212ab07 fatcat:n6crepkzb5cb3j67noys7ccvuy

Auditory and motor imagery modulate learning in music performance

Rachel M. Brown, Caroline Palmer
2013 Frontiers in Human Neuroscience  
Thus, skilled performers' imagery abilities had distinct influences on encoding and retrieval of musical sequences.  ...  We examined how auditory and motor imagery abilities influence musicians' encoding (during Learning, as they practiced novel melodies), and retrieval (during Recall of those melodies).  ...  We thank Alejandra Segura and Andràs Tikàsz for assistance with the project, and Brian Mathias, Benjamin Schultz, and Fran Spidle for comments on a previous draft.  ... 
doi:10.3389/fnhum.2013.00320 pmid:23847495 pmcid:PMC3696840 fatcat:w4n2o5jphjbgjcucgapifbtbpi
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