/alexnet_model

Primary LanguagePython

AlexNet Chat bot app

Simple chat bot application

Applicaton architecture

architecture

Application components

Android client

Uses all ML modules:

  • ASR module to convert speech to text
  • Seq2Seq module to generate text response
  • TTS module to generate speech audio for generated response android_client

ASR module

HuBERT

  • HUBERT_ASR_XLARGE
  • pre-trained on 60,000 hours of unlabeled audio from Libri-Light dataset
  • fine-tuned for ASR on 960 hours of transcribed audio from LibriSpeech dataset hubert_architecture

Seq2Seq module

Encoder-Decoder with Attention-based mechanism hubert_architecture

TTS module

Tacotron trained on LJ Speech Dataset hubert_architecture