Speech Signal Analysis Using Fractal Geometry for Phoneme Boundary Detection

Phoneme segmentation deals with identifying the boundary points between two different phonetic units. It plays a vital role in automatic phoneme segmentation and annotating speech data. Deep learning methods require a huge amount of data for training which is not a favourable situation for low-resource languages and low-cost devices. Therefore, algorithms that require less data are desirable in both situations. In this paper, we propose a fractal-based method for phoneme segmentation that works by understanding the structural properties of a speech signal.

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Publication Details

Published
2024-12-01
DOI
https://doi.org/10.1109/tencon61640.2024.10902725
Primary Topic
Mycorrhizal Fungi and Plant Interactions
Type
article
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Speech Signal Analysis Using Fractal Geometry for Phoneme Boundary Detection

Mycorrhizal Fungi and Plant Interactions
article

Speech Signal Analysis Using Fractal Geometry for Phoneme Boundary Detection

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Abstract

Phoneme segmentation deals with identifying the boundary points between two different phonetic units. It plays a vital role in automatic phoneme segmentation and annotating speech data. Deep learning methods require a huge amount of data for training which is not a favourable situation for low-resource languages and low-cost devices. Therefore, algorithms that require less data are desirable in both situations. In this paper, we propose a fractal-based method for phoneme segmentation that works by understanding the structural properties of a speech signal.

Indian Institute of Technology Guwahati (IN), Jawaharlal Nehru Technological University, Kakinada (IN)
Openalex Percentile: Top 57%
Mycorrhizal Fungi and Plant Interactions
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Speech Signal Analysis Using Fractal Geometry for Phoneme Boundary Detection · (2024) | TGRS Research Map | TGRS