jiankaiwang / word_level_audio_recognition

a simple audio recognition of the level of word

Word-Level Audio Recognition

Reference

• Tensorflow.js - Audio recognition using transfer learning
  • https://codelabs.developers.google.com/codelabs/tensorflowjs-audio-codelab/index.html#0
• Simple Audio Recognition
  • https://github.com/tensorflow/docs/blob/master/site/en/r1/tutorials/sequences/audio_recognition.md
• Pete Warden (2018) Speech Commands: A Dataset for Limited-Vocabulary Speech. arXiv:1804.03209v1

Content

• Word-based Audio Data Processing: markdown
• Word-Based Training and Evaluation: markdown

Quick Start

The following is a way to demonstrate examples of this repository.

• example_1_word_recognition: a simple example for word-level audio recognition
• example_2_retrain: a simple example for retraining a model recognizing the words left, right and noise (blank).

git clone https://github.com/jiankaiwang/word_level_audio_recognition.git

# run the first example
cd example_1_word_recognition
python3 -m http.server

# run the second example
cd example_2_retrain
python3 -m http.server