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This paper presents a computational methodology for analyzing intonation and deriving tuning systems in microtonal oral traditions, utilizing pitch histograms, Dynamic Time Warping (DTW), and optimization techniques, with a case study on a…

Sound · Computer Science 2025-08-29 Sepideh Shafiei , Shapour Hakam

Non-metric music forms the core of the repertoire in Iranian classical music. Dastgahi music serves as the underlying theoretical system for both Iranian art music and certain folk traditions. At the heart of Iranian classical music lies…

Sound · Computer Science 2025-08-19 Maziar Kanani , Sean O Leary , James McDermott

In this study we introduce a symbolic dataset composed of non-metric Iranian classical music, and algorithms for structural parsing of this music, and generation of variations. The corpus comprises MIDI files and data sheets of Dastgah…

Neural and Evolutionary Computing · Computer Science 2025-07-16 Maziar Kanani , Sean O Leary , James McDermott

We present the IRMA Dataset (Iranian Radif MIDI Audio), a multi-level, open-access corpus designed for the computational study of Iranian classical music, with a particular emphasis on the radif, a structured repertoire of modal-melodic…

Sound · Computer Science 2025-08-28 Sepideh Shafiei , Shapour Hakam

Temporal dynamics are among the cues to expres siveness in music performance in different cultures. In the case of Hindustani music, it is well known that expert vocalists often take liberties with the beat, intentionally not aligning their…

Audio and Speech Processing · Electrical Eng. & Systems 2025-03-28 Yash Bhake , Preeti Rao

Musical instrument classification is essential for music information retrieval (MIR) and generative music systems. However, research on non-Western traditions, particularly Persian music, remains limited. We address this gap by introducing…

Persian music, with its unique tonalities, modal systems (Dastgah), and rhythmic structures, presents significant challenges for music generation models trained primarily on Western music. We address this gap by curating the first…

We present a melody based classification of musical styles by exploiting the pitch and energy based characteristics derived from the audio signal. Three prominent musical styles were chosen which have improvisation as integral part with…

Sound · Computer Science 2019-06-24 Amruta Vidwans , Prateek Verma , Preeti Rao

In this paper, AzarNet, a deep neural network (DNN), is proposed to recognizing seven different Dastgahs of Iranian classical music in Maryam Iranian classical music (MICM) dataset. Over the last years, there has been remarkable interest in…

Sound · Computer Science 2019-01-10 Shahla RezezadehAzar , Ali Ahmadi , Saber Malekzadeh , Maryam Samami

Musical rhythms performed by humans typically show temporal fluctuations. While they have been characterized in simple rhythmic tasks, it is an open question what is the nature of temporal fluctuations, when several musicians perform music…

Neurons and Cognition · Quantitative Biology 2018-02-07 Mathias Sogorski , Theo Geisel , Viola Priesemann

Tipping points are moments of change that characterise crucial turning points in a piece of music. This study presents a first step towards quantitatively and systematically describing the musical properties of tipping points. Timing…

Sound · Computer Science 2024-12-17 Canishk Naik , Elaine Chew

The present paper investigated automatic melody construction for Persian lyrics as an input. It was assumed that there is a phonological correlation between the lyric syllables and the melody in a song. A seq2seq neural network was…

Sound · Computer Science 2024-10-29 Farshad Jafari , Farzad Didehvar , Amin Gheibi

This paper introduces ORD-CC32 , an open research dataset derived from the 1932 Cairo Congress of Arab Music recordings, a historically significant collection representing diverse Arab musical traditions. The dataset includes structured…

Sound · Computer Science 2025-06-18 Baris Bozkurt

Music is a form of expression that often requires interaction between players. If one wishes to interact in such a musical way with a computer, it is necessary for the machine to be able to interpret the input given by the human to find its…

Sound · Computer Science 2022-09-01 Filippo Carnovalini , Antonio Rodà

The research in the field of music is rapidly growing, and this trend emphasizes the need for comprehensive data. Though researchers have made an effort to contribute their own datasets, many data collections lack the requisite inclusivity…

Sound · Computer Science 2023-11-21 Parsa Rasouli , Azam Bastanfard

This paper addresses a series of complex and unresolved issues in the historical phonology of West Iranian languages. The West Iranian languages (Persian, Kurdish, Balochi, and other languages) display a high degree of non-Lautgesetzlich…

Computation and Language · Computer Science 2022-02-21 Chundra Aroor Cathcart

Symbolic music analysis tasks are often performed by models originally developed for Natural Language Processing, such as Transformers. Such models require the input data to be represented as sequences, which is achieved through a process…

Information Retrieval · Computer Science 2025-01-09 Dinh-Viet-Toan Le , Louis Bigo , Mikaela Keller

We investigate a dynamically adapting tuning scheme for microtonal tuning of musical instruments, allowing the performer to play music in just intonation in any key. Unlike other methods, which are based on a procedural analysis of the…

Popular Physics · Physics 2018-06-12 Karolin Stange , Christoph Wick , Haye Hinrichsen

This paper presents an attempt to study the aesthetics of North Indian Khayal music with reference to the flexibility exercised by artists in performing popular compositions. We study expressive timing and pitch variations of the given…

Audio and Speech Processing · Electrical Eng. & Systems 2025-08-07 Yash Bhake , Ankit Anand , Preeti Rao

This study examines phonetic texture in Persian poetry as a literary-historical phenomenon rather than a by-product of meter or a feature used only for classification. The analysis draws on a large corpus of 1,116,306 mesras from 31,988…

Computation and Language · Computer Science 2026-04-02 Kourosh Shahnazari , Seyed Moein Ayyoubzadeh , Mohammadali Keshtparvar
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