Masterarbeit, 2019
56 Seiten, Note: 8.5
1. INTRODUCTION TO HINDUSTANI CLASSICAL MUSIC
1.1 Introduction
1.2 Principles of Hindustani music
1.2.1 Terminologies Used In Hindustani Classical Music
1.2.2 Notation Used in Describing Ragas
1.3 Raga Yaman (Evening Raga)
1.4 A Statistical Outlook
Notation
1.5 Objectives
2. LITERATURE REVIEW
3. METHODOLOGY
3.1 Research Methodology
3.1.1 Bandish
3.1.2 Mann Re
4. RESULTS & DISCUSSION
4.1 Results
4.1.1 Statistical Analysis of a Bandish
4.1.2 Statistical Analysis of the Song Mann Re
4.2 Interpretation from the figures
4.3 Comparison:
4.4 Note Duration and IOI
4.4.1 Graphs (note duration and IOI)
4.4.2 Discussion
5. SOME FAMOUS BOLLYWOOD COMPOSERS AND SINGERS AND AN ILLUSTRATIVE LIST OF RAGA BASED SONGS COMPOSED OR SUNG BY THEM
6. CONCLUSION
This work aims to analyze the influence of Hindustani classical music on Bollywood song structures using statistical modeling. By employing double exponential smoothing, the study explores why traditional compositions retain their popularity and longevity compared to modern musical creations, focusing on melodic structure and performance features.
1.4 A Statistical Outlook
One of the strengths of statistics lies in modeling. Modeling a musical structure or a musical performance has been a coveted research area in computational musicology. There are three fundamental steps in statistical modeling: deciding which model to fit, estimating the parameters of the chosen model, and verifying the goodness of fit of this model. We all know that statistics can be broadly divided into two categories: descriptive and inferential. In statistical modeling, both are involved—as we first describe a pattern (through modeling) and then infer about its validity. Two types of models are used in statistics: probability models and stochastic models. Through a probability model, we can tell the probability of a note or a note combination but cannot predict the next note. Through a stochastic model, we can predict (make an intelligent guess of) the next note, given the previous.
The above mentioned bandish and song based on raga Yaman are both compared on the basis of plottings obtained by applying double exponential smoothing in Minitab Statistical package.
CHAPTER 1: INTRODUCTION TO HINDUSTANI CLASSICAL MUSIC: This chapter introduces the origins and fundamental principles of Hindustani classical music, defining key terminology and the significance of Ragas.
CHAPTER 2: LITERATURE REVIEW: An overview of existing research regarding statistical modeling in musicology and the use of exponential smoothing in time series analysis.
CHAPTER 3: METHODOLOGY: Details the research process, including the specific pitch values for the Bandish and the methodology for analyzing the Bollywood song "Mann Re" using Praat software.
CHAPTER 4: RESULTS & DISCUSSION: Presents the statistical findings obtained via double exponential smoothing, including graphical interpretations and comparisons of accuracy measures.
CHAPTER 5: SOME FAMOUS BOLLYWOOD COMPOSERS AND SINGERS AND AN ILLUSTRATIVE LIST OF RAGA BASED SONGS COMPOSED OR SUNG BY THEM: Provides a curated list of influential Bollywood musicians and their raga-based film compositions.
CHAPTER 6: CONCLUSION: Summarizes the study's findings, affirming the strong commonality between classical ragas and popular music through statistical verification.
Hindustani Classical Music, Bollywood Songs, Statistical Modeling, Double Exponential Smoothing, Raga Yaman, Computational Musicology, Note Duration, Inter-Onset Interval, Pitch Stability, Time Series Analysis, Minitab, Praat, Musical Structure, Rhythm, Performance Analysis
The research explores the structural influence of Hindustani classical music on Bollywood songs by using statistical methods to compare classical compositions with popular film music.
The central themes include the application of statistical modeling in music, the definition and characteristics of Indian Ragas, and the comparative analysis of musical performance data.
The primary goal is to demonstrate that despite the creation of new musical genres, Hindustani classical music remains the essential foundation for many Bollywood songs and explains their longevity.
The authors use double exponential smoothing as a statistical technique to model and analyze the note sequences and pitch values of both classical bandish and Bollywood recordings.
The main body covers the theoretical background of Raga Yaman, the methodology for audio data extraction, statistical results, comparisons, and an extensive list of raga-based songs by famous composers.
Key terms include Hindustani Classical Music, Statistical Modeling, Raga Yaman, Double Exponential Smoothing, Computational Musicology, and Bollywood Music.
The song "Mann Re" is used as a case study because it is based on Raga Yaman, allowing for a direct statistical comparison between a formal classical bandish and a popular cinematic composition.
The work explains that notes are in rhythm if the inter-onset interval (IOI) between successive notes is equal, with smaller standard deviations indicating higher rhythmic consistency.
Der GRIN Verlag hat sich seit 1998 auf die Veröffentlichung akademischer eBooks und Bücher spezialisiert. Der GRIN Verlag steht damit als erstes Unternehmen für User Generated Quality Content. Die Verlagsseiten GRIN.com, Hausarbeiten.de und Diplomarbeiten24 bieten für Hochschullehrer, Absolventen und Studenten die ideale Plattform, wissenschaftliche Texte wie Hausarbeiten, Referate, Bachelorarbeiten, Masterarbeiten, Diplomarbeiten, Dissertationen und wissenschaftliche Aufsätze einem breiten Publikum zu präsentieren.
Kostenfreie Veröffentlichung: Hausarbeit, Bachelorarbeit, Diplomarbeit, Dissertation, Masterarbeit, Interpretation oder Referat jetzt veröffentlichen!

