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Self-Supervised Speech Representation for Speech Recognition
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)
Voice Assistants (VAs) are nowadays an integral part of human�s life. The low resource applications of VAs, such as regional languages, children speech, medical conversation, etc are the key challenges faced during development ...
VLSI Implementation of Neural Network Driven Augmented FSM
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)
This thesis reports the VLSI implementation of an NN (Neural Network) based emergent behavior model for high-speed robot control. Augmented FSM (Finite- State Machine) is considered to implement the emergent behavior. We ...
What is my name?
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)
The thesis work introduces a new concept of predicting the first name from the facial image. Several studies show a relationship between first names and facial features. The prediction problem here is treated as an image ...
Automatic Text Translation of Multilingual Sentences using Transformer
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)
Machine translation from one language to another is a complex problem in machine learning and one in which the machine still cannot achieve satisfactory results. The recent focus for solving this challenge has been on ...
Effect of Graphene Derivatives and its Concentration for Soil Moisture Sensing Properties
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)
In this thesis work, we devised a different concentration and morphology of graphene oxidebased susceptible capacitive sensor. This sensor is designed as an inter digitated electrodes (IDE) and drop cast of chemically ...
Cross-modal Remote Sensing Image Retrieval
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)
Most of the conventional remote sensing (RS) retrieval approaches used today are often based on a single modality data framework. In today�s date, the need for multimodal and cross modal based approaches especially in the ...
Attack on Network Traffic Classification
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)
Various network traffic management and intrusion detection solutions use network traffic classification. Machine Learning (ML), while deep learning (DL)-based models, had exhibited excellent performance in Internet traffic ...
Self-Healing Instrumentation for Capacitive Based Agriculture Sensors
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)
A digital system having a self-healing mechanism is becoming very promising and it is a kind of system upon which one can rely upon. It can detect failures or faults in the digital system and can fix them through self-healing ...
Agrim : An Interactive Application For Farmer's Assistance to Avail Government schemes.
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)
Agriculture is a vital industry for the Indian economy, it's not only a way of earning but so has been a way of living since ancient times.Saurashtra, Gujarat is one such region, dominated by Agriculture. Here, I am focusing ...
Significance of Teager Energy Operator for Speech Applications
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)
Speech is used in various applications apart from voice communications, such as pathology detection, severity-level classification of dysarthria, and replay spoof speech detection for voice biometric and voice assistants. ...