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A hierarchical approach

Yazhong Feng, Yueting Zhuang, Yunhe Pan
2002 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '02  
We implement a music retrieval system on a large music database, which contains MIDI music, it accepts acoustic input, indices are made on music database via the weights of recurrent neural network, and  ...  A rich range of researchers are contributing to content-based music retrieval, [1] introduced a "Query by Humming" system, [2] developed a system to query music in digital library via acoustic input  ... 
doi:10.1145/564376.564484 dblp:conf/sigir/FengZP02 fatcat:h2jgvoeil5f2xnsbwrzx3xqixu

Using Psycho-Acoustic Models And Self-Organizing Maps To Create A Hierarchical Structuring Of Music By Musical Styles

Andreas Rauber, Elias Pampalk, Dieter Merkl
2002 Zenodo  
ACKNOWLEDGMENTS Part of this research has been carried out in the project Y99-INF, sponsored by the Austrian Federal Ministry of Education, Science and Culture (BMBWK) in the form of a START Research Prize  ...  The queries can be formulated by humming and are usually transformed into a symbolic melody representation, which is matched against a database of scores usually given in MIDI format.  ...  for image or music databases.  ... 
doi:10.5281/zenodo.1417143 fatcat:yadlkc6wyja4nmlokkn6roqnou

A Fuzzy Logic Approach for Content-Based Audio Classification and Boolean Retrieval [chapter]

Mingchun Liu, Chunru Wan, Lipo Wang
2004 Studies in Fuzziness and Soft Computing  
At the beginning, audio features are extracted for audio samples in the database. Proper features are then selected and used as input to a constructed fuzzy inference system (FIS).  ...  Non-speech and music sounds are discriminated by the FIS in the first hierarchy. Secondly, music and speech are separated.  ...  In this chapter, we adopt a fuzzy logic approach and build a fuzzy-tree hierarchical classifier named 'fuzzy-tree', for content-based audio classification.  ... 
doi:10.1007/978-3-540-39988-9_7 fatcat:ltun4zcedbak5buyonv4uqpe6e

A Text Retrieval Approach To Content-Based Audio Hashing

Matthew Riley, Eric Heinen, Joydeep Ghosh
2008 Zenodo  
The ability to find acoustically similar, or even duplicate, songs within a large audio database is a particularly important task with numerous potential applications.  ...  Analogously to a typical internet search engine query, given a query song or song clip, we use this similarity measure to return a ranked list of similar songs from the database.  ... 
doi:10.5281/zenodo.1417984 fatcat:3uylvgjtgvdvzhvnzksjfqqdnm

Scale- And Rhythm-Aware Musical Note Estimation For Vocal F0 Trajectories Based On A Semi-Tatum-Synchronous Hierarchical Hidden Semi-Markov Model

Ryo Nishikimi, Eita Nakamura, Masataka Goto, Katsutoshi Itoyama, Kazuyoshi Yoshii
2017 Zenodo  
Acknowledgement: This study was partially supported by JSPS KAKENHI Grant Numbers 26700020, 16H01744, and 16J05486 and JST ACCEL No. JPMJAC1602.  ...  We plan to integrate the proposed "language" model that generates an F0 trajectory from a musical score with an acoustic model that generates a spectrogram from the F0 trajectory in a hierarchical Bayesian  ...  INTRODUCTION Singing voice analysis is important for music information retrieval because a singing voice usually forms a large part of the melody line of popular music, and provides much information about  ... 
doi:10.5281/zenodo.1416329 fatcat:v3fvebhbkjgk7b4wyv4l4qqvkq

Clustering of multiple-event online sound collections with the codebook approach

Lluis Surós, Xavier Favory
2019 Zenodo  
This thesis aims to explore the contribution of the codebook approach to the clustering of large collections of multiple-event audio content.  ...  The codebook approach might allow to automatically obtain "acoustic words", which are discrete partitions of the feature space that could be roughly representative of the underlying acoustic events present  ...  Finally, the encoded song is pooled together in a single compact vector in order to perform query-by-tag or query-by-example retrieval.  ... 
doi:10.5281/zenodo.3475480 fatcat:zbpmafthb5ef7i2r43pehpc4lm

Musical Organics: A Heterarchical Approach to Digital Organology

Thor Magnusson
2017 Journal of New Music Research  
The proposed musical organics is a multidimensional, heterarchical, and organic approach to the analysis and classification of both traditional and new musical instruments that suits the rhizomatic nature  ...  Gaining a comprehensive understanding and overview of new musical technologies is fraught with difficulties.  ...  I was fortunate to be able to discuss this work with Margaret Birley, Tellef Kvifte and Laurie Spiegel, all of whose input was important.  ... 
doi:10.1080/09298215.2017.1353636 fatcat:jtvapdydgbguhgajrdty3dvbhy

Super MBox

Jyh-Shing Roger Jang, Hong-Ru Lee, Jiang-Chun Chen
2001 Proceedings of the ninth ACM international conference on Multimedia - MULTIMEDIA '01  
This demo presents an implementation of a content-based music retrieval system that can take a user's acoustic input (&second clip of singing or humming) via a microphone and then retrieve the intended  ...  song from a database containing 13,000 candidate songs.  ...  Support query by humming and singing; no need to hum in percussive note such as '?a". 2. "se a large database of over 13,000 songs for real-world application. 3.  ... 
doi:10.1145/500249.500270 fatcat:wsf6ruc7zfcl7elt5iwiwjv46i

Super MBox

Jyh-Shing Roger Jang, Hong-Ru Lee, Jiang-Chun Chen
2001 Proceedings of the ninth ACM international conference on Multimedia - MULTIMEDIA '01  
This demo presents an implementation of a content-based music retrieval system that can take a user's acoustic input (&second clip of singing or humming) via a microphone and then retrieve the intended  ...  song from a database containing 13,000 candidate songs.  ...  Support query by humming and singing; no need to hum in percussive note such as '?a". 2. "se a large database of over 13,000 songs for real-world application. 3.  ... 
doi:10.1145/500141.500270 fatcat:vqorvphikzeohagd5nzzkknngu

Music Interpretation Analysis. A Multimodal Approach To Score-Informed Resynthesis of Piano Recordings [article]

Federico Simonetta
2022 arXiv   pre-print
First, the main issue is identified in the understanding of how Music Information Processing (MIP) methods can take into consideration the influence of the acoustic context on the music performance.  ...  For this, a novel conceptual and mathematical framework named "Music Interpretation Analysis" (MIA) is presented.  ...  queries [33, 34] ; an approach to query a music video database with audio queries [35] .  ... 
arXiv:2205.00941v1 fatcat:nnbfvywdyjgtfcapfq4nn2c3bq

Automatic Characterization of Music Complexity a multi-faceted approach

Sebastian Streich, Xavier Serra
2005 Zenodo  
Since these are not directly applicable for our needs, we will then give a set of operational defnitions for the author's approach to the problem.  ...  The aim of this work is to present the concept of a multi-faceted music complexity descriptor set.  ...  A second way of querying is the so called query-by-example approach.  ... 
doi:10.5281/zenodo.3739326 fatcat:z3bcgto4cbez7k7ydkqtdygexq

Understanding Collective Gestural Improvisations; a Computational Approach

Hugo Solís, Xavier Serra
2006 Zenodo  
As a case-study, a set of twenty-one multi-channel recordings of music performed by the ve- member gestural improvisation group EnsAmble Crumble is analyzed.  ...  Gestural Improvisation is a type of free improvisation that aims to create short and long-term relationships in the acoustic parameters of music, such as pitch and intensity.  ...  The system builds up a database of patterns detected in the input sequences and uses an indexing scheme which represents all the subsequences -complete and efficient-by implementing a complete variable-order  ... 
doi:10.5281/zenodo.3743093 fatcat:6xssmtcxprdjrnsa5zwod6ageq

Hierarchical filtering method for content-based music retrieval via acoustic input

Jyh-Shing Roger Jang, Hong-Ru Lee
2001 Proceedings of the ninth ACM international conference on Multimedia - MULTIMEDIA '01  
Then a hierarchical filtering method (HFM) is used to first filter out 80% unlikely candidates and then compare the query input with the remaining 20% candidates in a detailed manner.  ...  This paper presents an implementation of a content-based music retrieval system that can take a user's acoustic input (8-second clip of singing or humming) via a microphone and then retrieve the intended  ...  Input Collection The acoustic input (which could be a clip of singing, humming, or playing from a single music instrument) to the system is recorded directly from a PC microphone with a duration of 8 seconds  ... 
doi:10.1145/500141.500201 fatcat:umszlsdp2nfe5mwt5oqivqc4gy

Hierarchical filtering method for content-based music retrieval via acoustic input

Jyh-Shing Roger Jang, Hong-Ru Lee
2001 Proceedings of the ninth ACM international conference on Multimedia - MULTIMEDIA '01  
Then a hierarchical filtering method (HFM) is used to first filter out 80% unlikely candidates and then compare the query input with the remaining 20% candidates in a detailed manner.  ...  This paper presents an implementation of a content-based music retrieval system that can take a user's acoustic input (8-second clip of singing or humming) via a microphone and then retrieve the intended  ...  Input Collection The acoustic input (which could be a clip of singing, humming, or playing from a single music instrument) to the system is recorded directly from a PC microphone with a duration of 8 seconds  ... 
doi:10.1145/500199.500201 fatcat:w4wqcg3wgnbhrmfpfrwo4bbwki

Tempo Detection Using a Hybrid Multiband Approach

Mikel Gainza, Eugene Coyle
2011 IEEE Transactions on Audio, Speech, and Language Processing  
Each contribution is evaluated by comparing the presented system against existing approaches using three different databases that comprises 1638 songs.  ...  In this paper, a novel tempo detection system is presented, which suggests the use of a hybrid multiband decomposition.  ...  The authors would also like to thank A. Klapuri for allowing access to the database of signals used in [11] .  ... 
doi:10.1109/tasl.2010.2045182 fatcat:f7fnxlo5n5cylfhejmm3vudnkm
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