File size: 1,569 Bytes
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import os
import csv
import json
ref_path = os.getenv("REF_PATH")
cer_path = os.getenv("CER_PATH")
sim_path = os.getenv("SIM_PATH")
assert ref_path is not None
with open(ref_path, 'r') as f:
data = json.load(f)
with open(cer_path, 'r') as f:
cer_data = json.load(f)
with open(sim_path, 'r') as f:
sim_data = json.load(f)
ref = {}
c = 1
for item in data:
k = item['ref_wav_path']
ref[k] = {
'speaker_name': item['up_name'],
'input_text': item['text'],
'tag': item['category'],
'id': f'{c:03d}'
}
c += 1
folders = ['human', 't-large', 'p-preview', 'xunfei', 'doubao']
csv_file = 'metadata.csv'
with open(csv_file, mode='w', newline='') as file:
writer = csv.writer(file)
writer.writerow(['file_name', 'id', 'speaker_name', 'TTS_method', 'input_text', 'cer', 'sim', 'tag'])
for item in os.listdir('human'):
v = ref[item]
for folder in folders:
file_id = item.split('.')[0]
if folder in ['xunfei', 'doubao']:
file_name = os.path.join(folder, file_id + '.mp3')
else:
file_name = os.path.join(folder, item)
if folder in ['human']:
writer.writerow([file_name, v['id'], v['speaker_name'], folder, v['input_text'], 0., 1., v['tag']])
else:
writer.writerow([file_name, v['id'], v['speaker_name'], folder, v['input_text'], cer_data[file_id][folder+'_cer'], sim_data[file_id][folder+'_sim'], v['tag']])
writer.writerow([])
print(f"CSV OK: {csv_file}")
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