malarinv
/
jasper-asr
mirror of https://github.com/malarinv/jasper-asr.git
1
0
Fork 0
Code Issues Releases Wiki Activity
17 Commits
1 Branch
0 Tags
222 KiB
Python 100%
 
Go to file
Malar Kannan 8e79bbb571 1. implement dataset augmentation and validation in process 
2. added option to skip 'incorrect' annotations in validation data
3. added confirmation on clearing mongo collection
4. added an option to navigate to a given text in the validation ui
5. added a dataset and remote option to trainer to load dataset from directory and remote rpyc service
 		2020-05-20 11:16:22 +05:30
jasper 1. implement dataset augmentation and validation in process 2020-05-20 11:16:22 +05:30
.gitignore implement call audio data recycler for asr 2020-04-27 10:53:14 +05:30
LICENSE Initial commit 2020-03-16 14:21:51 +05:30
README.md added rpyc server 2020-03-18 15:20:00 +05:30
setup.py 1. added training utils with custom data loaders with remote rpyc dataservice support 2020-05-14 15:39:44 +05:30
streamlit.py 1. added streamlit based validation ui with mongodb datastore integration 2020-04-29 14:26:11 +05:30

README.md

Jasper ASR

image

Generates text from speech audio

Table of Contents

Features

Installation

To install the packages and its dependencies run.

python setup.py install

or with pip

pip install .[server]

The installation should work on Python 3.6 or newer. Untested on Python 2.7

Usage

from jasper.asr import JasperASR
asr_model = JasperASR("/path/to/model_config_yaml","/path/to/encoder_checkpoint","/path/to/decoder_checkpoint") # Loads the models
TEXT = asr_model.transcribe(wav_data) # Returns the text spoken in the wav