An opensource speech-to-text software written in tensorflow.

Python3, portaudio19-dev and ffmpeg are required.

On Ubuntu install via

sudo apt install python3-pip portaudio19-dev ffmpeg

pip3 install git+https://github.com/timediv/speechT

Currently speechT is based on the Wav2Letter paper and the CTC loss function.

The speech corpus from http:https://www.openslr.org/12/ is automatically downloaded.
Note: The corpus is about 30GB!

The data must be preprocessed before training

speecht-cli preprocess

Then, to run the training, execute

speecht-cli train

Use --help for more details.

To evaluate on the test set run

speecht-cli evaluate

Use --help for more details.

To record using your microphone and then print the transcription run

speecht-cli record

Use --help for more details.