학술논문

Speech Recognition using Recurrent Neural Networks
Document Type
Conference
Source
2018 International Conference on Current Trends towards Converging Technologies (ICCTCT) Current Trends towards Converging Technologies (ICCTCT), 2018 International Conference on. :1-4 Mar, 2018
Subject
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Fields, Waves and Electromagnetics
Photonics and Electrooptics
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Speech recognition
Recurrent neural networks
Engines
Training
Speech processing
Logic gates
Artificial intelligence
Reccurrent neural networks
Speech recognition system
Speech to text
Language
Abstract
From the past decades there has been rapid change in field of Artificial Intelligence (AI). One of the change is use of AI in field of speech processing. After years of research and development new algorithms were developed some were based on Neural Networks to improve the accuracy of speech recognition system. This paper presents a study of Recurrent Neural Networks and there performance also the use of RNN by famous Speech to Text conversion engines.