Project Task: The user should be able to speak (English) into a microphone. The program should understand the spoken sentence and print (predict) the spoken sentence. The program should then be able to translate the inputted sentence to another language (Spanish).
Anki Spanish - English
Quinn Lanners Neural Machine Translation
Simplilearn A Guide to Speech Recognition in Python: Everything You Should Know
Sean Robertson NLP FROM SCRATCH: TRANSLATION WITH A SEQUENCE TO SEQUENCE NETWORK AND ATTENTION
François Chollet English-to-Spanish translation with a sequence-to-sequence Transformer
https://github.com/whitphx/streamlit-stt-app/blob/main/app_deepspeech.py
David Amos The Ultimate Guide To Speech Recognition With Python
Catherine Breslin Under the Hood: Automatic Speech Recognition
Supervisely How to build end-to-end recognition system
Zilun Peng et. al How to Make an End to End Automatic Speech Recognition System with Wav2vec 2.0
Dylan Fox 3 best practices for building speech recognition models
Vijaysinh Lendave LSTM Vs GRU in Recurrent Neural Network: A Comparative Study
- Tensorflow 2.8.0
- Install :-
pip install psutil numpy matplotlib pandas SpeechRecognition streamlit streamlit_webrtc pip3 install torch==1.10.2+cu113 torchvision==0.11.3+cu113 torchaudio===0.10.2+cu113 -f https://download.pytorch.org/whl/cu113/torch_stable.htmlpip install pipwinpipwin install pyaudio