DualStack: A Multi-Resolution Spectrogram Fusion Framework for Enhanced Bird Sound Classification

Bird sound classification is pivotal in bioacoustic monitoring, species identification, and ecological conservation. Recent studies have demonstrated that CNN-based approaches, which convert bird sounds into image spectrograms, provide higher classifi

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Publication Details

Published
2025-08-25
DOI
https://doi.org/10.36227/techrxiv.175615735.57354421/v1
Primary Topic
Animal Vocal Communication and Behavior
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article
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article

DualStack: A Multi-Resolution Spectrogram Fusion Framework for Enhanced Bird Sound Classification

Tanishka Gupta, Chandni Patel
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Animal Vocal Communication and Behavior
article

DualStack: A Multi-Resolution Spectrogram Fusion Framework for Enhanced Bird Sound Classification

Tanishka Gupta, Chandni Patel
article en

Abstract

Bird sound classification is pivotal in bioacoustic monitoring, species identification, and ecological conservation. Recent studies have demonstrated that CNN-based approaches, which convert bird sounds into image spectrograms, provide higher classifi

Nirma University (IN)
Climate action
Openalex Percentile: Top 79%
Animal Vocal Communication and Behavior
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DualStack: A Multi-Resolution Spectrogram Fusion Framework for Enhanced Bird Sound Classification — Tanishka Gupta, Chandni Patel · (2025) | TGRS Research Map | TGRS