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.

Manylion Llyfryddiaeth
Prif Awduron: Ahmed, Hasibul Hasan, Ahmed, Zain, Choden, Tshewang, Chaudhary, Nutan
Awduron Eraill: Chakrabarty, Amitabha
Fformat: Traethawd Ymchwil
Iaith:English
Cyhoeddwyd: Brac University 2024
Pynciau:
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.
Mynediad Ar-lein:http://hdl.handle.net/10361/24346

Rhyngrwyd

http://hdl.handle.net/10361/24346

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