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fix: remove empty files. #53

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merged 2 commits into from
Nov 30, 2023
Merged

fix: remove empty files. #53

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552c601
fix: remove empty files.
AJDERS Nov 29, 2023
ff2a3fe
Update src/coral_models/prepare_raw_data.py
AJDERS Nov 30, 2023
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10 changes: 10 additions & 0 deletions src/coral_models/prepare_raw_data.py
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Original file line number Diff line number Diff line change
Expand Up @@ -344,9 +344,16 @@ def prepare_raw_data(
# audio.
read_aloud_duration = 0.0
conversation_duration = 0.0
rows_to_remove = []
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for row_i, row in tqdm(recordings.iterrows()):
filename = input_path / row["filename"]

# Check if the file is empty, and if it is, remove it from the dataframe
# and continue to the next file
if filename.stat().st_size < 200000: # Any file smaller than this is empty
rows_to_remove.append(row_i)
continue

# Get the new filename
# New filename is in the format is for conversations:
# "recording_id_speaker_id1_speaker_id2_recorder_speaker_id_conversation.wav"
Expand Down Expand Up @@ -400,6 +407,9 @@ def prepare_raw_data(
except FileNotFoundError:
pass

# Remove rows with empty files
recordings = recordings.drop(rows_to_remove).reset_index(drop=True)

# Write a README file
readme = make_readme()
with open(output_path / "README.md", "w") as f:
Expand Down