Text Translation for Indian Languages
- Resource Type
- Conference
- Authors
- V, R.; B, P.; Prasanna, B.; Haripriya, B.; Sravani, R.; Nandini, S.
- Source
- 2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN) Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN), 2023 2nd International Conference on. :1-5 May, 2023
- Subject
- Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Fields, Waves and Electromagnetics
General Topics for Engineers
Photonics and Electrooptics
Robotics and Control Systems
Signal Processing and Analysis
Measurement
Market research
Indian Languages
LSTM
Neural Machine Translation
Encoder-Decoder
- Language
To displays a language translation model using LSTM for Indian languages. Since in India we have various languages it is essential to remove the language barrier, so that many people can communication in an effective manner. The model uses an encoder-decoder architecture and is trained on a large dataset of parallel texts. The accuracy of the model is evaluated using common metrics, and the results show that the model is effective in translating text between Indian languages. The study demonstrates the effectiveness of LSTM can be utilized to create more successful language translation models for this language group for Indian languages.