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Folk songs play a very significant role in Indian classical music as the root of Indian classical music is the Indian folk music itself. Different states have different folk songs. This work deals with the statistical analysis of the folk songs of Jharkhand. Each song's analysis concerns with verifying whether the probabilities of notes in the song are fixed throughout the song or are the note probabilities varying. This tells us whether the probability distribution followed by the notes is multinomial or quasi multinomial respectively. Statistical parameterization method is used to quantify melody and rhythm. The presence of rhythm and melody is also analyzed by the Inter Onset Interval (IOI) and note duration graphs. The book should be found useful by music researchers and students of music and musicology, ethnomusicologists and music enthusiasts.
Sentiment analysis and prediction of contemporary Music can have a wide range of applications in modern society, for instance, selecting music for public institutions such as hospitals or restaurants to potentially improve the emotional well-being of personnel, patients, and customers respectively. In this project, a music recommendation system is built upon a Naive Bayes Classifier trained to predict the sentiment of songs based on song lyrics alone. Online streaming platforms have become one of the most important forms of music consumption. Most streaming platforms provide tools to assess the popularity of a song in the forms of scores and rankings. In this book, we address two issues related to song popularity. First, we predict whether an already popular song may attract higher-than-average public interest and become viral. Second, we predict whether sudden spikes in the public interest will translate into long-term popularity growth. We base our findings on data from the streaming platform Billboard, Spotify, and consider appearances in its "Most-Popular" list as indicative of popularity, and appearances in its "Virals" list as indicative of interest growth. We approach the problem as a classification task and employ a Support Vector Machine model built on popularity information to predict interest, and vice versa.
This book explores historical and cultural aspects of modern and contemporary Bengal through the performance-centred study of a particular repertoire: the songs of the saint-composer Bhaba Pagla (1902-1984), who is particularly revered among Baul and Fakir singers. The author shows how songs, if examined as 'sacred scriptures', represent multi-dimensional texts for the study of South Asian religions. Revealing how previous studies about Bauls mirror the history of folkloristics in Bengal, this book presents sacred songs as a precious symbolic capital for a marginalized community of dislocated and unorthodox Hindus, who consider the practice of singing in itself an integral part of the path towards self-realization.
The Elderly Santal Women Residing In A Village In Burdwan District Of West Bengal And Elderly Widows Residing In The (Mc Ward 87 (Kalighat) Of Kolkata Are The Subjects Of This Study. It Shows That Change In The Traditional Set Up Is The Main Cause For The Misery Of Elderly Women In Both The Areas.
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.
Kharia, spoken in central-eastern India, is a member of the southern branch of the Munda family, which forms the western branch of the Austro-Asiatic phylum, stretching from central India to Vietnam. The present study provides the most extensive description of Kharia to date and covers all major areas of the grammar. Of particular interest in the variety of Kharia described here, is that there is no evidence for assuming the existence of parts-of-speech, such as noun, adjective and verb. Rather functions such as reference, modification and predication are expressed by one of two syntactic structures, referred to here as 'syntagmas'. The volume will be of equal interest to general linguists from the fields of typology, linguistic theory, areal linguistics, Munda linguistics as well as South Asianists in general.