neso613/ASR_TFLite

Collection of ASR models for English TFLite models for faster inference.

ASR_TFLite

This repository provides an Automatic Speech Recognition (ASR) models in TensorFlow Lite (TFLite) for TensorFlow 2.x. These models primarily come from two repositories - asr and TensorFlowASR. We provide end-to-end Jupyter Notebooks that show the inference process using TFLite.
English-ASR pip wheel
TF Hub

Installation

• tensorflow
• numpy
• librosa

Models

• Conformer Transducer using LibriSpeech dataset.

References

• Android demo app using the converted model
• TensorFlow Lite Conversion
• Float16 quantization in TensorFlow Lite
• Dynamic-range quantization in TensorFlow Lite