How Was the Traditional Makam Theory Westernized for the Sake of Modernization?
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Automatic Dastgah Recognition Using Markov Models
Automatic Dastgah Recognition Using Markov Models Luciano Ciamarone1, Baris Bozkurt2, and Xavier Serra2 1 Independent researcher 2 Universitat Pompeu Fabra, Barcelona, Spain [email protected], [email protected], [email protected] Abstract. This work focuses on automatic Dastgah recognition of mono- phonic audio recordings of Iranian music using Markov Models. We present an automatic recognition system that models the sequence of intervals computed from quantized pitch data (estimated from audio) with Markov processes. Classification of an audio file is performed by finding the closest match between the Markov matrix of the file and the (template) matrices computed from the database for each Dastgah. Ap- plying a leave-one-out evaluation strategy on a dataset comprised of 73 files, an accuracy of 0.986 has been observed for one of the four tested distance calculation methods. Keywords: mode recognition, dastgah recognition, iranian music 1 Introduction The presented study represents the first attempt in applying Markov Model to a non-western musical mode recognition task. The proposed approach focuses on Persian musical modes which are called Dastgah. Several different approaches to the same task have already been documented. In 2011 Abdoli [3] achieved an overall accuracy of 0.85 on a 5 Dastgahs classification task by computing similarity measures between Interval Type 2 Fuzzy Sets. In 2016 Heydarian [5] compared the performances of different methods including chroma features, spectral average, pitch histograms and the use of symbolic data. He reported an accuracy of 0.9 using spectral average and Manhattan metric as a distance cal- culation method between a signal and a set of templates. -
I. the Term Стр. 1 Из 93 Mode 01.10.2013 Mk:@Msitstore:D
Mode Стр. 1 из 93 Mode (from Lat. modus: ‘measure’, ‘standard’; ‘manner’, ‘way’). A term in Western music theory with three main applications, all connected with the above meanings of modus: the relationship between the note values longa and brevis in late medieval notation; interval, in early medieval theory; and, most significantly, a concept involving scale type and melody type. The term ‘mode’ has always been used to designate classes of melodies, and since the 20th century to designate certain kinds of norm or model for composition or improvisation as well. Certain phenomena in folksong and in non-Western music are related to this last meaning, and are discussed below in §§IV and V. The word is also used in acoustical parlance to denote a particular pattern of vibrations in which a system can oscillate in a stable way; see Sound, §5(ii). For a discussion of mode in relation to ancient Greek theory see Greece, §I, 6 I. The term II. Medieval modal theory III. Modal theories and polyphonic music IV. Modal scales and traditional music V. Middle East and Asia HAROLD S. POWERS/FRANS WIERING (I–III), JAMES PORTER (IV, 1), HAROLD S. POWERS/JAMES COWDERY (IV, 2), HAROLD S. POWERS/RICHARD WIDDESS (V, 1), RUTH DAVIS (V, 2), HAROLD S. POWERS/RICHARD WIDDESS (V, 3), HAROLD S. POWERS/MARC PERLMAN (V, 4(i)), HAROLD S. POWERS/MARC PERLMAN (V, 4(ii) (a)–(d)), MARC PERLMAN (V, 4(ii) (e)–(i)), ALLAN MARETT, STEPHEN JONES (V, 5(i)), ALLEN MARETT (V, 5(ii), (iii)), HAROLD S. POWERS/ALLAN MARETT (V, 5(iv)) Mode I. -
A Method for Tonic Frequency Identification of Turkish Makam Music Recordings
A METHOD FOR TONIC FREQUENCY IDENTIFICATION OF TURKISH MAKAM MUSIC RECORDINGS Hasan Sercan Atlı Barıs¸Bozkurt Sertan S¸enturk¨ Bahc¸es¸ehir Universitesi¨ Koc¸ Universitesi¨ Universitat Pompeu Fabra hsercanatli barisbozkurt0 sertan.senturk @gmail.com @gmail.com @upf.edu ABSTRACT Pitch distributions (such as pitch histograms and pitch- class histograms) are commonly used in automatic tonic Karar is the final tone in the Turkish makam music performances. identification (Gedik & Bozkurt, 2010; Chordia & S¸enturk,¨ The karar frequency, hence the concert pitch varies among perfor- 2013). In (Krumhansl & Shepard, 1979) 12-dimensional mances due to the existence of many diapasons in Turkish makam music, instead of a single standard one. Correct estimation of the pitch frequency distribution are used to study euro-genetic karar frequency is critical for many computational tasks such as musics. Pitch distributions are also used for relevant tasks tuning analysis, audio-score alignment and automatic transcrip- such as key detection and chord recognition (Gomez,´ 2006) tion. We present a new karar frequency identification method for euro-genetic musics. that is based on detecting the last note in the recording and esti- mating its frequency. The method is applied on two large datasets For computational analysis of Turkish makam music of Turkish makam music recordings and shown to outperform the recordings, the distributions are computed from a melody state-of-the-art. feature such as fundamental pitch (Gedik & Bozkurt, 2010) or predominant melody (S¸enturk¨ et al., 2013). Gedik & Bozkurt (2010) have proposed the so-called makam his- 1. INTRODUCTION togram template matching (MHTM) method for automatic In Turkish Makam Music, the melodic dimension is ex- tonic identification. -
Audio Feature Extraction for Exploring Turkish Makam Music
AUDIO FEATURE EXTRACTION FOR EXPLORING TURKISH MAKAM MUSIC Hasan Sercan Atlı1, Burak Uyar2, Sertan Şentürk3, Barış Bozkurt4 and Xavier Serra5 1,2 Audio Technologies, Bahçeşehir Üniversitesi, Istanbul, Turkey 3,5 Music Technology Group, Universitat Pompeu Fabra, Barcelona, Spain 4 Computer Engineering Department, Koç Üniversitesi, Istanbul, Turkey ABSTRACT For Turkish makam music, there exist several analysis tools which generally use only the audio as the input to extract the features of the audio. This study aims at extending such approach by using additional features such as scores, editorial metadata and the knowledge about the music. In this paper, the existing algorithms for similar research, the improvements we apply to the existing audio feature extraction tools and some potential topics for audio feature extraction of Turkish makam music are explained. For the improvements, we make use of the Turkish makam music corpus and the culture specific knowledge. We also present a web-based platform, Dunya, where the output of our research, such as pitch histograms, melodic progressions and segmentation information will be used to explore a collection of audio recordings of Turkish makam music. 1. Introduction To gain an analytical understanding about a music tradition and the relations between its descriptive attributes, it is useful and practical to get the help of the computational methods. Taking the advantage of the improvements in information retrieval and signal processing areas, we can organize large amount of data, navigate through large collections and discover the music genres, etc. By using the computational methods, more data can be processed in less time compared with the manual research methods. -
Open Lapp Samuel Modelingintonation.Pdf
THE PENNSYLVANIA STATE UNIVERSITY SCHREYER HONORS COLLEGE DEPARTMENT OF ENGINEERING SCIENCE AND MECHANICS AND SCHOOL OF MUSIC MODELING INTONATION IN NON-WESTERN MUSICAL CULTURES SAMUEL LAPP SPRING 2017 A thesis submitted in partial fulfillment of the requirements for a baccalaureate degree in Engineering Science with interdisciplinary honors in Engineering Science and Music Reviewed and approved* by the following: Matthew B. Parkinson Associate Professor of Engineering Design and Mechanical Engineering Thesis Supervisor Mark Ballora Associate Professor of Music Technology Honors Adviser Gary Gray Associate Professor of Engineering Science and Mechanics Honors Adviser Judith A. Todd Department Head P. B. Breneman Chair and Professor of Engineering Science and Mechanics *Signatures are on file in the Schreyer Honors College and Engineering Science and Mechanics Office. i Abstract Musical cultures around the world use tuning systems very different from the tuning system used in Western music. Comparing and contrasting intonation from various cultures could give insight into the question of learned versus innate preferences in the perception of music, and into the cultural development of musical traditions. However, methods for analyzing intonation in Western music have not been generalized to non-Western contexts. Flexible and non-discrete tuning used in cultures such as Arabic maqam music pose a chal- lenge for analyzing intonation. This paper attempts to generalize Stolzenburg’s “Periodicity” method and Gill and Purves’ “Similarity” method for microtonal music, and finds that they are ill-suited for the analysis of Arabic music. An alternative approach is developed, which analyzes the relative intonation of a series of consecutive notes. This approach reveals that Arabic intonation is fundamentally different from Western and Chinese intonation. -
Issues of Musical Identity During The
RAST MÜZİKOLOJİ DERGİSİ Uluslararası Müzikoloji Dergisi www.rastmd.com Doi:10.12975/rastmd.2016.04.01.00067 ISSUES OF MUSICAL IDENTITY DURING THE FOUNDATION OF THE TURKISH REPUBLIC (1923-1950) Adem Merter Birson1 ABSTRACT In the early years of the Turkish Republic, music was a central topic in the cultural reforms that aimed to guide Turkey in the modernism and progressivism that defined the first half of the twentieth century. Several issues were involved, including the “change of civilizations” from an Ottoman and Eastern identity to becoming more like a Western European nation-state. This was a period that saw the establishment of Western-style music conservatories and the employment of musicians and musicologists to help establish a national classical music based on Turkish folk elements. At the same time, media outlets such as radio helped to shape and disseminate a national folk musical style. Private music making and cultural exchange with the West also played an important role in shaping a new Ottoman style. All of these elements worked together to form a rich and complex fabric of musical identity during the early days of the Turkish Republic. Keywords: Turkish Republic, National Identity, Cultural Reforms, Classical Music, Folk Music TÜRK CUMHURİYETİ KURUMLARINDA MÜZİKAL KİMLİK MESELESİ (1923-1950) ÖZET Yirminci yüzyılın ilk yarısında müzik, Türkiye’yi erken Cumhuriyet döneminde çağdaşlık ve ilericelik konusunda yönlendiren önemli bir alan olarak tanımlanmıştır. Osmanlı ve Doğu kimliğinden Batı ve Avrupa ulus devletine dönüşüm, uygarlıkların değişimi gibi birçok konuyu içeriyordu. Bu, Batı stili müzik konservatuvarlarının kuruluşu ve Türk halk kültürüne dayalı ulusal klasik müziğin oluşturulması amacıyla müzisyenlerden ve müzikologlardan faydalanılmasını içeren bir dönemdi. -
Ottoman Music Culture in the Balkans Through the Prism of the Travel Writer Evliya Celebi
International Journal of Sciences: Basic and Applied Research (IJSBAR) ISSN 2307-4531 (Print & Online) http://gssrr.org/index.php?journal=JournalOfBasicAndApplied --------------------------------------------------------------------------------------------------------------------------- Ottoman Music Culture in the Balkans through the Prism of the Travel Writer Evliya Celebi Aida Islama*, Stefanija Leshkova Zelenkovskab aFaculty of Pedagogy “Ss Kliment Ohridski”, Cs Cyril an Methodius University, Bulevar 8-mi Septemvri bMusic Academy, University “Goce Delchev”, Krste Misirkov 10-A, 201 Stip 2000, R. Macedonia aEmail: [email protected] bEmail: [email protected] Abstract This paper reconstruct the picture about the Ottoman music through the prism of descriptions and experiences of Celebi on his stay in several cities in the territory of R. Macedonia in 17th century. Based on the data, we covered the institutions, spiritual and educational, in which music activities took place usually. Spiritual music had a ceremonial character and was represented in the mosques and tekkes. The spiritual life in mosques was at a very high level; so, music education had a valuable place in the divine service. The important role that tekkes had in terms of cultural life is confirmed through the travelogues of Celebi, in which information about their activity in all the cities are found. Their role was significant in the development of fine arts, especially poetry and music. Music was an integral part of education in the madrassas through the study of spiritual music forms. Many individuals contributed to the development of spiritual, as well as overall musical culture, and as we learn from the Seyahatname (book of travels) of Celebi, they all had different social activities. -
N-Gram Based Statistical Makam Detection on Makam Music in Turkey Using Symbolic Data
N-GRAM BASED STATISTICAL MAKAM DETECTION ON MAKAM MUSIC IN TURKEY USING SYMBOLIC DATA Erdem Ünal Barış Bozkurt M. Kemal Karaosmanoğlu TÜBİTAK-BİLGEM Bahçeşehir University Yildiz Technical University [email protected] [email protected] [email protected] ABSTRACT sults is questionable. The paper presents classification results without cross-validation, uses limited and ques- This work studies the effect of different score representa- tionable data (20 pieces for each of 10 makam where data tions and the potential of n-grams in makam classification is represented with 12 notes in an octave while today’s for traditional makam music in Turkey. While makams notation uses 24 notes in an octave). Due to such defi- are defined with various characteristics including a dis- ciencies, a new work needs to be conducted exploring the tinct set of pitches, pitch hierarchy, melodic direction, potential of n-grams in automatic makam recognition typical phrases and typical makam transitions, such cha- from symbolic data. Our main contributions in this study racteristics result in certain n-gram distributions which are: in addition to the 12-TET (Tone Equal Tempera- can be used for makam detection effectively. 13 popular ment) representation used in [2], [9], we also used data makams, some of which are very similar to each other, represented using the official theory of makam music in are used in this study. Using the leave-one-out strategy, Turkey (TMMT) which uses 24 tones (unequally spaced) makam models are created statistically and tested against in an octave, and holding a larger database, and challeng- the left out music piece. -
2001 10 BEHARC.Pdf
SUFISM, MUSIC AND SOCIETY IN TURKEY AND THE ·MIDDLE EAST Papers Read at a Conference Held at the Swedish Research Institute in Istanbul, November 27-29, 1997 Edited by Anders Hammarlund, Tord Olsson, Elisabeth Özdalga SWEDISH RESEARCH INSTITUTE IN ISTANBUL TRANSACTIONS VOL. 1O The T~chnical Modernization of Turkish Sufi Music': The Case of the Durak CEM BEHAR T he rationalization, theorization and subsequent standardization of traditional Ottoman(furkish music was a vast enterprise, initiated towards the end of the last ce~tury by RaufYekta Bey (1871-1935), and brought to fruition in the l940s and 50s by two of his colleagues and contemporary compasers and musicologists: Hüseyin Sadettin Arel (1880-1955) and Dr. Subhi Zühtü Ezgi (1869-1962). Pitch, scale, inter vals and makams were standardized and adapted to westem staff notation. Rhythmic patterns (' usılls), mu si cal genres and pieces were classmed and systematized. Large portions of the orally transmitted repertoire were transeribed, new treatises and books were written for the teaching and transmission of traditional music, new teaching methods were devised ete., ete. The timing, the unfolding and the varioüs details of this purposeful prograrn of "westernization" need not bather us here. The Arei-Ezgi program was, however, on the whole, much more successful than that which for instance, their contemporary. Ali Naki Vaziri (1886-1981) and his students and followers tried to irnplement for Persian mu sic. ı Nowadays, just about all formal teaching of traditional Ottoman(furkish music is based on what later came to be called the Arei-Ezgi sys tem. What, in real musical life, seems not to fit these two authors' system is, in most cases, perceived by musicians of the younger generations either as an exception or as an unexplainable deviation from the norm. -
A Collective Biography Study of Musicians: Patterns, Networks and Music As a “Profession” in the Late Ottoman Era and the Early Republican Years in Istanbul
A COLLECTIVE BIOGRAPHY STUDY OF MUSICIANS: PATTERNS, NETWORKS AND MUSIC AS A “PROFESSION” IN THE LATE OTTOMAN ERA AND THE EARLY REPUBLICAN YEARS IN ISTANBUL A THESIS SUBMITTED TO THE GRADUATE SCHOOL OF HUMANITIES AND SOCIAL SCIENCES OF İSTANBUL ŞEHİR UNIVERSITY BY ONUR ÖNER IN PARTIAL FULFILMENT OF THE REQUIREMENTS FOR THE DEGREE OF DOCTOR OF PHILOSOPHY IN HISTORY JANUARY 2019 ABSTRACT A COLLECTIVE BIOGRAPHY STUDY OF MUSICIANS: PATTERNS, NETWORKS AND MUSIC AS A “PROFESSION” IN THE LATE OTTOMAN ERA AND THE EARLY REPUBLICAN YEARS IN ISTANBUL Öner, Onur. PhD in History Thesis Advisor: Prof. L. Cem Behar January 2019, 288 pages This dissertation focuses on the musicians of Istanbul who experienced the transitional period from the late Ottoman to the Early Republican years in Turkey. By focusing on their career trajectories, the thesis seeks to understand the ways in which musicians responded to broader socio-political changes. The thesis offers a wide range of quantitative analyses that were generated in IBM SPSS Statistics 23.0 (Statistical Package for Social Sciences). The thesis explores the geographical origins, birth dates, family backgrounds, education patterns, language proficiency, occupational distribution with a view to bring the common as well as the distinct features of musicians under investigation to light. The study gives emphasis to the musicians’ mobility in Istanbul in order to enhance the geographical understanding of music. The frequency analysis enabled this study to identify the most frequented neighborhoods by musicians as well as the musical interactions among the neighborhoods. Gephi, which is software to visualize social connections, was used to show the most musically connected neighborhoods to understand how the urban music was generated at the local level. -
Cultural Changes in the Turkic World
Cultural Changes in the Turkic World © 2016 Orient-Institut Istanbul ISTANBULER TEXTE UND STUDIEN HERAUSGEGEBEN VOM ORIENT-INSTITUT ISTANBUL BAND 7 © 2016 Orient-Institut Istanbul Cultural Changes in the Turkic World edited by Filiz Kıral, Barbara Pusch, Claus Schönig, Arus Yumul WÜRZBURG 2016 ERGON VERLAG WÜRZBURG IN KOMMISSION © 2016 Orient-Institut Istanbul Umschlaggestaltung: Taline Yozgatian Titelfoto: Barbara Pusch Bibliografische Information der Deutschen Nationalbibliothek Die Deutsche Nationalbibliothek verzeichnet diese Publikation in der Deutschen Nationalbibliografie; detaillierte bibliografische Daten sind im Internet über http://dnb.d-nb.de abrufbar. Bibliographic information published by the Deutsche Nationalbibliothek The Deutsche Nationalbibliothek lists this publication in the Deutsche Nationalbibliografie; detailed bibliographic data are available in the Internet at http://dnb.d-nb.de. ISBN 978-3-95650-181-4 ISSN 1863-9461 © 2016 Orient-Institut Istanbul (Max Weber Stiftung) Das Werk einschließlich aller seiner Teile ist urheberrechtlich geschützt. Jede Verwertung des Werkes außerhalb des Urheberrechtsgesetzes bedarf der Zustimmung des Orient-Instituts Istanbul. Dies gilt insbesondere für Vervielfältigungen jeder Art, Übersetzungen, Mikro- verfilmung sowie für die Einspeicherung in elektronische Systeme. Gedruckt mit Unter- stützung des Orient-Instituts Istanbul, gegründet von der Deutschen Morgenländischen Gesellschaft, aus Mitteln des Bundesministeriums für Bildung und Forschung. Ergon-Verlag GmbH Keesburgstr. 11, -
Çok Sesli Türk Müziği Bestecilerinin Eserlerinde
The Journal of Academic Social Science Studies International Journal of Social Science Doi number:http://dx.doi.org/10.9761/JASSS7988 Number: 74 , p. 271-287, Spring 2019 Araştırma Makalesi / Research Article Yayın Süreci / Publication Process Yayın Geliş Tarihi / Article Arrival Date - Yayın Kabul Tarihi / Article Acceptance Date 22.01.2019 05.03.2019 Yayınlanma Tarihi / The Published Date 25.03.2019 ÇOK SESLİ TÜRK MÜZİĞİ BESTECİLERİNİN ESERLERİNDE MAKAM OLGUSU: DÖRT TÜRK BESTECİSİNDEN DÖRT ÖRNEK ÜZERİNE BİR ÇALIŞMA MAKAM IN THE WORKS OF TURKISH POLYPHONIC MUSIC COMPOSERS: A STUDY OF FOUR EXAMPLES FROM FOUR COMPOSERS Dr. Öğr. Üyesi Mustafa Eren Arın ORCID ID: https://orcid.org/0000-0001-8762-2002 Ondokuz Mayıs Üniversitesi, Devlet Konservatuvarı, [email protected] Öz Türk Çoksesli Müziği bugünden geriye bakıldığında en azından 150 senelik bir geçmişe sahiptir. 19. Yüzyılın ortalarına doğru gelindiğinde Mehterhane büyük oranda Batı Bandosu tarafından yerinden edilmişti ki bu, batılılaşma hareketi olarak adlandırı- lan eğilimin bir parçası olarak 1839 yılında ilan edilen Tanzimat fermanı ile açığa çıkmış ve Osmanlı İmparatorluğu'nun sosyal ve politik hayatında yaşanan birçok radikal deği- şiklikle hayata geçmişti. Osmanlı İmparatorluğu'nun son on yıllarında devam edip ni- hayetinde 1923'te Cumhuriyetin kurulmasına zemin teşkil eden sosyal ve politik alanda yaşanan değişim süreci boyunca, çok sesli müzik ve onun türleri hızlı bir biçimde sanat- sal ifadenin taşıyıcılarına dönüşerek Feodal toplumdan Burjuva toplumuna geçişin ve eskinin değerlerinin yeninin değerleriyle yer değiştirdiğinin göstergesi oldular. O za- mandan beri Türkiyede Çoksesli Müzik besteciliğinin temel amacı Kültürel ögeleri içeri- sinde barındıran yeni Modern müzik formları yaratmak olmuştur. Bu çalışmamda, çeşit- li dönemlerden seçtiğim Türk Modern ve Çağdaş Bestecilerinin eserlerini teknik yönden incelemeye çalışacağım.