Computational Musicology In Hindustani Music
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Computational Musicology In Hindustani Music
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Author : Soubhik Chakraborty
language : en
Publisher: Springer
Release Date : 2014-11-27
Computational Musicology In Hindustani Music written by Soubhik Chakraborty and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-11-27 with Computers categories.
The book opens with a short introduction to Indian music, in particular classical Hindustani music, followed by a chapter on the role of statistics in computational musicology. The authors then show how to analyze musical structure using Rubato, the music software package for statistical analysis, in particular addressing modeling, melodic similarity and lengths, and entropy analysis; they then show how to analyze musical performance. Finally, they explain how the concept of seminatural composition can help a music composer to obtain the opening line of a raga-based song using Monte Carlo simulation. The book will be of interest to musicians and musicologists, particularly those engaged with Indian music.
Hindustani Classical Music
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Author : Soubhik Chakraborty
language : en
Publisher: Sanctum Books
Release Date : 2021-12-01
Hindustani Classical Music written by Soubhik Chakraborty and has been published by Sanctum Books this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-01 with Music categories.
This work aims to address the historical development of the great Indian raga tradition, enhanced by computational approaches, and to use computational strategies to analyze aspects of contemporary Hindustani classical music (HCM). It is divided into two parts with Part 1 focusing on the history and aesthetics of HCM and Part 2 covering its computational aspects. The historical development of HCM in the ancient, medieval and modern periods; its terms and genre; and its Khayal gharanas are covered in Part 1. The subtopics include essential concepts such as raga, tala, shruti, thaat, gharana, khayal, dhrupad, thumri, tappa, etc. Part 2 covers the state-of-the-art in computational musicology, raga analysis and song analysis using statistics. The subtopics include statistical modeling, inter onset interval, note duration analysis, pitch movement between the notes, rate of change of pitch (pitch velocity) and probabilistic analysis of musical notes. The author concludes the work with reflecting on the lives of a few renowned musicians and musicologists with an account of hilarious moments taken from their lives to excite the reader to know more about HCM. This book would be useful for musicians, musicologists, researchers in music history, aesthetics, computational musicology, and advanced undergraduate and postgraduate students of music and musicology.
Computer Assisted Music And Dramatics
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Author : Ambuja Salgaonkar
language : en
Publisher: Springer Nature
Release Date : 2023-06-24
Computer Assisted Music And Dramatics written by Ambuja Salgaonkar and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-24 with Technology & Engineering categories.
This book is intended for researchers interested in using computational methods and tools to engage with music, dance and theatre. The chapters have evolved out of presentations and deliberations at an international workshop entitled Computer Assisted Music and Dramatics: Possibilities and Challenges organized by University of Mumbai in honour of Professor Hari Sahasrabuddhe, a renowned educator and a pioneering computational musicologist (CM) of Indian classical music. The workshop included contributions from CM as well as musicians with a special focus on South Asian arts. The case studies and reflective essays here are based on analyses of genres, practices and theoretical constructs modelled computationally. They offer a balanced and complementary perspective to help innovation in the synthesis of music by extracting information from recorded performances. This material would be of interest to scholars of the sciences and humanities and facilitate exchanges and generation of ideas.
Indian Art Music A Computational Perspective
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Author : Preeti Rao
language : en
Publisher: Sriranga Digital Software Technologies Pvt. Ltd.
Release Date : 2023-02-05
Indian Art Music A Computational Perspective written by Preeti Rao and has been published by Sriranga Digital Software Technologies Pvt. Ltd. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-05 with Juvenile Nonfiction categories.
This monograph presents a diverse collection of articles on Indian Art Music based on analytical work aided by computational tools. The book focuses mainly on the current practices in music and its representation in audio recordings, a perspective that is particularly relevant to oral traditions. It presents a rare and unique example of collaboration between musicians, musicologists, scientists, and engineers. The presentation brings together various aspects of research on Indian art music that benefits from audio processing or computing, ranging from musicology to information retrieval to instrument modeling. It is hoped that the monograph will serve as an accessible introduction to computational approaches for Indian art music in particular, and ethnomusicology more generally.
Musical Information Retrieval Signal Analysis And Feature Extraction Using Python
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Author : M. Sai Chaitanya
language : en
Publisher: GRIN Verlag
Release Date : 2021-08-02
Musical Information Retrieval Signal Analysis And Feature Extraction Using Python written by M. Sai Chaitanya and has been published by GRIN Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-02 with Music categories.
Research Paper (postgraduate) from the year 2021 in the subject Musicology - Miscellaneous, grade: 8.0, , course: IMSc Mathematics and Computing, language: English, abstract: This work gives a comprehensive overview of research on the multidisciplinary field of Music Information Retrieval (MIR). MIR uses knowledge from areas as diverse as signal processing, machine learning, information and music theory. The Main Feature of this work is to explore how this knowledge can be used for the development of novel methodologies for browsing and retrieval on large music collections, a hot topic given recent advances in online music distribution and searching. Emphasis would be given to audio signal processing techniques. Music information retrieval (MIR) is the interdisciplinary science of retrieving information from music. MIR is a small but growing field of research with many realworld applications. Those involved in MIR may have a background in musicology, sychoacoustics, psychology, academic music study, signal processing, informatics, machine learning, optical music recognition, computational intelligence or some combination of these. MIR is being used by businesses and academics to categorize, manipulate and even create music. One of the classical MIR research topics is genre classification, which is categorizing music items into one of pre-defined genres such as classical, jazz, rock, etc. Mood classification, artist classification, and music tagging are also popular topics.
Statistical Musicology
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Author : Swarima Tewari
language : en
Publisher:
Release Date : 2022
Statistical Musicology written by Swarima Tewari and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with Hindustani music categories.
"The theory of musical structure is a rapidly developing field of musicology that has wide practical implications. Due to the complex nature of music, statistics is likely to play an important role. In the last few years, there has been an increasing interest in modeling musical performance. This development is in particular due to the dramatic advances in computer technology and the availability of digitized score and performance data, especially in Western Classical music where a clearly defined score exists. This book includes a similar but more challenging study in Indian Classical music where the scores are not fixed. In order to analyze performances in this genre, the book first develops musical scores based on studio recordings in this genre, which are performed extemporaneously. Then, the book computationally analyzes the structure and performance of the music. Structurally, it considers fundamental aspects such as aroh (ascent), awaroh (descent), and pakad (catch). In terms of performance, features like note duration and pitch movements between notes are considered. Statistics and probability are used to analyze the music"--
Music Mathematics And Language
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Author : Keiji Hirata
language : en
Publisher: Springer
Release Date : 2022-12-13
Music Mathematics And Language written by Keiji Hirata and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-13 with Computers categories.
This book presents a new approach to computational musicology in which music becomes a computational entity based on human cognition, allowing us to calculate music like numbers. Does music have semantics? Can the meaning of music be revealed using symbols and described using language? The authors seek to answer these questions in order to reveal the essence of music. Chapter 1 addresses a very fundamental point, the meaning of music, while referring to semiotics, gestalt, Schenkerian analysis and cognitive reality. Chapter 2 considers why the 12-tone equal temperament came to be prevalent. This chapter serves as an introduction to the mathematical definition of harmony, which concerns the ratios of frequency in tonic waves. Chapter 3, “Music and Language,” explains the fundamentals of grammar theory and the compositionality principle, which states that the semantics of a sentence can be composed in parallel to its syntactic structure. In turn, Chapter 4 explains the most prevalent score notation – the Berklee method, which originated at the Berklee School of Music in Boston – from a different point of view, namely, symbolic computation based on music theory. Chapters 5 and 6 introduce readers to two important theories, the implication-realization model and generative theory of tonal music (GTTM), and explain the essence of these theories, also from a computational standpoint. The authors seek to reinterpret these theories, aiming at their formalization and implementation on a computer. Chapter 7 presents the outcomes of this attempt, describing the framework that the authors have developed, in which music is formalized and becomes computable. Chapters 8 and 9 are devoted to GTTM analyzers and the applications of GTTM. Lastly, Chapter 10 discusses the future of music in connection with computation and artificial intelligence. This book is intended both for general readers who are interested in music, and scientists whose research focuses on music information processing. In order to make the content as accessible as possible, each chapter is self-contained.
Signal Analysis Of Hindustani Classical Music
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Author : Asoke Kumar Datta
language : en
Publisher: Springer
Release Date : 2017-03-10
Signal Analysis Of Hindustani Classical Music written by Asoke Kumar Datta and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-03-10 with Technology & Engineering categories.
This book presents a comprehensive overview of the basics of Hindustani music and the associated signal analysis and technological developments. It begins with an in-depth introduction to musical signal analysis and its current applications, and then moves on to a detailed discussion of the features involved in understanding the musical meaning of the signal in the context of Hindustani music. The components consist of tones, shruti, scales, pitch duration and stability, raga, gharana and musical instruments. The book covers the various technological developments in this field, supplemented with a number of case studies and their analysis. The book offers new music researchers essential insights into the use the automatic concept for finding and testing the musical features for their applications. Intended primarily for postgraduate and PhD students working in the area of scientific research on Hindustani music, as well as other genres where the concepts are applicable, it is also a valuable resource for professionals and researchers in musical signal processing.
Advances In Computational Intelligence And Communication Technology
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Author : Xiao-Zhi Gao
language : en
Publisher: Springer Nature
Release Date : 2020-06-18
Advances In Computational Intelligence And Communication Technology written by Xiao-Zhi Gao and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-18 with Technology & Engineering categories.
This book features high-quality papers presented at the International Conference on Computational Intelligence and Communication Technology (CICT 2019) organized by ABES Engineering College, Ghaziabad, India, and held from February 22 to 23, 2019. It includes the latest advances and research findings in fields of computational science and communication such as communication & networking, web & informatics, hardware and software designs, distributed & parallel processing, advanced software engineering, advanced database management systems and bioinformatics. As such, it is of interest to research scholars, students, and engineers around the globe.
The Influence Of Hindustani Classical Music On Bollywood Songs A Statistical Outlook
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Author : Amrita Singh
language : en
Publisher:
Release Date : 2019-06-18
The Influence Of Hindustani Classical Music On Bollywood Songs A Statistical Outlook written by Amrita Singh and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-18 with categories.
Master's Thesis from the year 2019 in the subject Musicology, grade: 8.5, language: English, abstract: The present work attempts to study the impact of Hindustani Classical Music on Bollywood in a legitimate manner using a statistical approach emphasizing on statistical modeling of musical structure and performance and other statistical features such as note duration and inter onset interval with a case study in raga Yaman. Any music originates in the society and develops with the changing realities of it. It accepts new and modifies the existing cultural norms in different periods of time. This process of acceptance and rejection makes any form of art exist for long. Inspite of all this, in various phases, Hindustani classical music, being the base of many popular Bollywood songs has helped in their popularity and lifelong existence because of the strong focus on melody. A raga, which is the nucleus of Indian classical music, be it Hindustani or Carnatic, is a melodic structure with fixed notes and a set of rules which characterize a certain mood conveyed by erformance. Hindustani ragas have embraced the elements of several Bollywood songs, which has given these songs a strong impact despite the strong influence of western art music in Bollywood music industry. The present work attempts to study this impact in a legitimate manner using a statistical approach emphasizing on statistical modeling of musical structure and performance and other statistical features such as note duration and inter onset interval with a case study in raga Yaman. It turns out that the same statistical model for both the raga bandishand a song based on the same raga, i.e., Yaman, an evening raga of the Kalyan thaat.