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An Approach Towards A Polyphonic Music Retrieval System

Shyamala Doraisamy
2001 Zenodo  
Our aim is the development of a polyphonic music IR system for retrieving a title and performance of a musical composition given an excerpt from a musical performance as a query.  ...  Managing large collections of these documents can be difficult and this has consequently motivated research towards computer-based music information retrieval (IR) systems.  ... 
doi:10.5281/zenodo.1415621 fatcat:z3xpo4m5nbfdtawo2bdkng7twi

Polyphonic music retrieval

Shyamala Doraisamy
2005 SIGIR Forum  
This Music Information Retrieval (MIR) study investigates the use of n-grams and textual Information Retrieval (IR) approaches for the retrieval and access of polyphonic music data.  ...  In exploiting the time-dependent element of polyphonic music data, a method to index adjacent and concurrent musical words using a 'polyphonic musical word indexer' is proposed.  ...  Below is the rationale for investigating this approach towards the development of a polyphonic music retrieval system.  ... 
doi:10.1145/1067268.1067289 fatcat:6kh6aflmnjgvlnr2zwtpn32oxi

A Polyphonic Music Retrieval System Using N-Grams

Shyamala Doraisamy, Stefan M. Rüger
2004 Zenodo  
Polyphonic music would require a new approach towards indexing position information using 'overlaying' positions of polyphonic musical words.  ...  POLYPHONIC MUSIC RETRIEVAL SYSTEM The scope of our MIR system is to retrieve all similar pieces given either a monophonic or polyphonic musical query excerpt.  ... 
doi:10.5281/zenodo.1417961 fatcat:jnpbgegmfncuhm7wija3kheh2e

A Comparative And Fault-Tolerance Study Of The Use Of N-Grams With Polyphonic Music

Shyamala Doraisamy, Stefan M. Rüger
2002 Zenodo  
Section 3 describes the n-gram approach to polyphonic music retrieval and the fault-tolerance of this approach.  ...  In an experimental study by McNab et al on the development of a QBH system [5] , ten songs and ten singers were used to get an idea of the kind of input they could expect in their music retrieval system  ... 
doi:10.5281/zenodo.1416022 fatcat:wcchazgv2bfjbnc4emntdzptaq

Polyphonic Score Retrieval Using Polyphonic Audio Queries: A Harmonic Modeling Approach

Jeremy Pickens, Juan Pablo Bello, Giuliano Monti, Mark Sandler, Tim Crawford, Matthew Dovey, Don Byrd
2003 Journal of New Music Research  
This paper extends the familiar "query by humming" music retrieval framework into the polyphonic realm.  ...  Furthermore, as our results will show, we will not only use an audio query to retrieve a knownitem symbolic piece, but we will use it to retrieve an entire set of real-world composed variations on that  ...  Acknowledgements An earlier version of this article was presented as a paper with the same title at the ISMIR 2002 Conference, October 2002; see .  ... 
doi:10.1076/jnmr.32.2.223.16742 fatcat:i4sn2vqdrje3rge2ijk2uv47ke

Rhythm Spaces

Daniel Gómez-Marín, Sergi Jordà, Perfecto Herrera
2016 Zenodo  
We take advantage on existing research on alternative lowdimensional music spaces, music cognition, music interaction and intelligent music agents, to justify our position.  ...  We then discuss the specific steps and decisions necessary for building rhythm spaces and we advance some of their potential uses as rhythm pattern allocation, retrieval and generation.  ...  There are some other authors that have dealt with rhythm spaces in a polyphonic music audio (retrieval) context.  ... 
doi:10.5281/zenodo.4285227 fatcat:ixw2j4bbjbcyfgnnpmgtndl3z4

Content-Based Retrieval in Digital Music Libraries [chapter]

Michael Clausen, Frank Kurth, Meinard Müller, Andreas Ribbrock
2004 Lecture Notes in Computer Science  
In this paper we give an overview of our research results, describe several prototypical systems for content-based music retrieval which have been developed during the project, and discuss applications  ...  MiDiLiB is a six year research project on digital music libraries funded by the German Research Foundation (DFG) as a part of the Distributed Processing and Delivery of Digital Documents (V 3 D 2 ) research  ...  Hence such a system is targeted to a much broader class of users than a system for polyphonic retrieval. The above set-based approach may be naturally extended to handle melody queries.  ... 
doi:10.1007/978-3-540-30230-8_27 fatcat:56pwgfgtgzhb7mmnwy5nalf6x4

Melody Extraction from Polyphonic Music Signal using STFT and Fanchirp Transform

Sridevi S. H., S. R. Gulhane
2015 International Journal of Engineering Research and  
The term melody is a musicological concept based on the judgment of human listener's .Melody extraction from polyphonic music is a difficult task in music information retrieval.  ...  In a polyphonic music two or more notes can sound simultaneously, be it different instruments or a single instrument capable of playing more than one note at a time.  ...  I.INTRODUCTION The development in the field of music information retrieval (MIR) has created a need for indexing systems that automatically extract semantic descriptions from music signals.  ... 
doi:10.17577/ijertv4is060928 fatcat:llblnxu5bzeetcatjibwmz5i5y

Music Retrieval: A Tutorial and Review

Nicola Orio
2006 Foundations and Trends in Information Retrieval  
An overview of the techniques for music processing, which are commonly exploited in many approaches, is also presented.  ...  The research area of Music Information Retrieval (MIR) covers many of these aspects. The aim of this paper is to present an overview of this vast and new field.  ...  Maristella Agosti who leads the research group, for the many ideas and discussions on relevant topics related to information retrieval, digital libraries, and multimedia. A special thank to Prof.  ... 
doi:10.1561/1500000002 fatcat:l34nymgv7rbmfbvb3pt2kwtyoe

An Analysis Of Ismir Proceedings: Patterns Of Authorship, Topic, And Citation

Jin Ha Lee, M. Cameron Jones, J. Stephen Downie
2009 Zenodo  
Model Automat Classif Classif Similar Retriev System Audio Queri Similar System Featur Model Model Model Audio Approach System Database Classif Inform Genr System Analysi Classif Model Automat Audio Polyphon  ...  Model Automat Recognit Automat Polyphon Analysi Model Inform Pattern Polyphon Feature Polyphon Song Segment Similar Polyphon Queri Inform Extract Approach Featur Inform Instrument Match Similar System  ... 
doi:10.5281/zenodo.1416618 fatcat:xxoovotccra4pgt2ax56eevaba

Scalability, Generality And Temporal Aspects In Automatic Recognition Of Predominant Musical Instruments In Polyphonic Music

Ferdinand Fuhrmann, Martín Haro, Perfecto Herrera
2009 Zenodo  
In this paper we are taking an approach of learning the time-frequency characteristics of musical instruments directly from polyphonic data.  ...  INTRODUCTION Instrument recognition is one of the big problems of current research in music information retrieval (MIR).  ... 
doi:10.5281/zenodo.1416394 fatcat:3jz7ksxtmbebdnstpr4kebxmqm

Automatic Lyrics Alignment and Transcription in Polyphonic Music: Does Background Music Help? [article]

Chitralekha Gupta, Emre Yılmaz, Haizhou Li
2019 arXiv   pre-print
The proposed approach outperforms all competing systems in the lyrics alignment and transcription tasks on several well-known polyphonic test datasets.  ...  music affects lyrics intelligibility of singing vocals in a music piece.  ...  [7] adopted an automatic speech recognition (ASR) based approach for phoneme and word recognition of singing vocals in monophonic and polyphonic music.  ... 
arXiv:1909.10200v2 fatcat:6sc6dywp6jcvzhf35pyyluly3a

Multimedia information retrieval

Markus Schedl, Emilia Gómez, Masataka Goto
2013 Proceedings of the 21st ACM international conference on Multimedia - MM '13  
4 , a system for generating an iconic representation of one's musical preferences [1] . • The Mood Cloud [9] , a real-time music mood visualization tool. • Freesound 5 , a collaborative database of  ...  " [14, 13] . • MELODIA 2 , a plugin for melody extraction from polyphonic music signals [11] . • HPCP 3 , a plugin for chroma feature extraction from polyphonic music signals [2] . • The Musical Avatar  ... 
doi:10.1145/2502081.2502237 dblp:conf/mm/SchedlGG13 fatcat:korpleagovgrhjcnjq2cz3q6qu

A melody detection user interface for polyphonic music

Sachin Pant, Vishweshwara Rao, Preeti Rao
2010 2010 National Conference On Communications (NCC)  
The automatic extraction of the melody of the music from polyphonic recordings is a challenging problem for which no general solutions currently exist.  ...  We present a novel interface for semi-automatic melody extraction with the goal to provide highly accurate pitch tracks of the lead voice with minimal user intervention.  ...  Here 1 These annually-held evaluations provide a framework for formally assessing different Music Information Retrieval (MIR) systems for a wide variety of tasks including melody extraction, chord detection  ... 
doi:10.1109/ncc.2010.5430181 fatcat:2kpiveh5arg5tonltlyzct3rka

Automatic Singer Identification For Improvisational Styles Based On Vibrato, Timbre And Statistical Performance Descriptors

Nadine Kroher, Emilia Gómez
2014 Proceedings of the SMC Conferences  
INTRODUCTION Music information retrieval is of great importance for managing large music databases and providing users with recommendations and automatically generated meta-data.  ...  Nevertheless, compared to the timbre-based approach, a fusion of the feature sets improves the accuracy for polyphonic material.  ... 
doi:10.5281/zenodo.850798 fatcat:a2hwj5oulnby7nxyio7a6c575i
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