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Zenodo (CERN European Organization for Nuclear Research)
FusionNet: A parallel deep learning model for speech recognition with feature clustering
December 2025 • Ramteke, Revati Harichandra, Rathod, Seema B
FusionNet is a parallel, hybrid deep-learning framework engineered for next-generation speech recognition and on-device speech-to-text processing. The system is implemented as an Android application (Java/XML) and integrated with Firebase Realtime Database to support secure, user-centric data management. Audio input undergoes a multi-stage preprocessing pipeline where MFCC, spectral, and temporal features are extracted and clustered using K-Means to group acoustically similar speech segments. These clustered repre…
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Computer Science
Artificial Intelligence
Deep Learning
Convolutional Neural Network
Sphinx
Cluster Analysis
Mobile Device
Autoencoder
Feature Learning
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Generative Grammar
Spectrogram
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