TinyML for emotion detection in voice signals: evaluating and proposing algorithms for IoT wearable devices

TinyML for emotion detection in voice signals: evaluating and proposing algorithms for IoT wearable devices

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2024.

Detalhes bibliográficos
Main Authors: Ahmed, Hasibul Hasan, Ahmed, Zain, Choden, Tshewang, Chaudhary, Nutan
Outros Autores: Chakrabarty, Amitabha
Formato: Thesis
Idioma:English
Publicado em: Brac University 2024
Assuntos:
Tiny machine learning
Emotion detection
SER
Voice signals
Wearable IoT devices
BiLSTM
Convolutional neural network
KNN
Internet of things.
Emotion recognition.
Neural networks (Computer science).
Speech processing systems.
Acesso em linha:http://hdl.handle.net/10361/24346

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