/Disfluency-Removal-API

Disfluency Detection, Removal & Correction: Increase Apparent Public Speaking Fluency By Speech Augmentation (ICASSP '19)

Primary LanguagePythonOtherNOASSERTION

Disfluency Removal API

Disfluency Detection, Removal and Correction: Increase Apparent Public Speaking Fluency By Speech Augmentation

  • To run:

    • python audio_receiver_remover.py 7777
    • 7777 is the <port_number> to host the API
    • Open the index.html in Chrome/Firefox
    • Navigate to the tool & use the samples!

  • If you change the <port_number>

    • Go to /js/vis.js and replace all http://localhost:7777/ with http://localhost:<new_port_number>/

  • Required Packages:

    • web.py
    • librosa
    • tensorflow-gpu (>=1.5,<2)
    • pydub
    • pyAudioAnalysis
    • soundfile
    • h5py
    • scipy
    • numpy
    • sklearn
    • matplotlib
    • hmmlearn

Citation

If you use our tool please consider citing our paper:

@inproceedings{das2019increase,
  title={Increase Apparent Public Speaking Fluency by Speech Augmentation},
  author={Das, Sagnik and Gandhi, Nisha and Naik, Tejas and Shilkrot, Roy},
  booktitle={ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages={6890--6894},
  year={2019},
  organization={IEEE}
}

Contact

If you have any questions with the code please open an issue.