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prosody-and-punctuation's Introduction

Exploring the role of pitch in detecting clauses, sentence boundaries and questions

Tanmai Khanna

Ganesh Mirishkar

How to Use

  • This code uses Python3.
  • Run pip install -r requirements.txt or pip3 install -r requirements.txt to install the required dependencies.
  • Go into prosogram/
  • Run python3 extract_pitch.py path_to_input_file.wav
  • Several prosogram data files will be generated in the location of the input sound file. Our code uses these files.
  • The Phrase and Sentence Boundaries will be predicted with their timestamps.

Flow

  • Speech sample taken as a .wav file
  • Prosogram generates the pitch contour, and the prosogram
  • Labels given to the pitch contour
  • Then trends are extracted from these pitch labels
  • Rules written based on these trends try to predict commas, and sentence boundaries.
  • If input is given as only one sentence, it can also predict declarative sentences turned into questions.

NOTE: Systematic Evaluation of these predictions have not been done. We have done preliminary evaluations as of now.

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