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EU Parliament ASR Data and Code

  • The diarization folder contains all files for the diarization experiment.

  • The segmentation folder contains scripts for segmenting audio files in segments of 15-25 seconds.

  • The transcription folder contains scripts for transcribing a wav-file/

  • ASRpipeline.py contains the entire pipeline. To transcribe a meeting (or other wav-files) run this script.

  • the Corpus folder contains the transcribed LIBE meetings.

  • Evaluate contains the script to calculate the WER

  • hotwords_experiment contains data and scripts for the hotwords experiment.

  • make_wordlist contains the scripts that were used to create the wordlist for the hotwords experiment.

  • manual_transcriptions contains the manual transcriptions used for the evaluation.

ASRpipeline.py

Run ASRpipeline.py <path_to_wavfile> to process a wav file.

Parameters

  • wavfile: the wavfile you want to process
  • -rttm_output: path to where the rttm files need to be stored if you use diarization.
  • -segmentation_output_folder: the folder where the results of segmentation will be stored.
  • -segmentation_bookkeep_file: The name of the json file with the segmentation bookkeep. This file keeps track of how the wav file is segmented.
  • -asr_model: The name of the wav2vec model that is used for the asr. default="facebook/wav2vec2-base-10k-voxpopuli-ft-en",
  • -kenlm_model: The name of the knlm model that is used for decoding the ASR results.
  • -transcriptions_output_folder: "Folder where the transcriptions will be stored.
  • -logfolder: The folder where the logfiles will go.

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