experiments
/
STT
1
0
Fork 0
Code Issues Pull Requests Projects Releases Wiki Activity

Compare sample durations with an epsilon

This commit is contained in:
Reuben Morais 2021-01-18 13:57:56 +00:00
parent db45057dcc
commit f2e57467c6
1 changed files with 7 additions and 2 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

9
bin/compare_samples.py
View File

@ -4,6 +4,7 @@ Tool for comparing two wav samples
"""
import sys
import argparse
import numpy as np
from deepspeech_training.util.audio import AUDIO_TYPE_NP, mean_dbfs
from deepspeech_training.util.sample_collections import load_sample
@ -19,11 +20,15 @@ def compare_samples():
sample2 = load_sample(CLI_ARGS.sample2).unpack()
if sample1.audio_format != sample2.audio_format:
fail('Samples differ on: audio-format ({} and {})'.format(sample1.audio_format, sample2.audio_format))
if sample1.duration != sample2.duration:
if abs(sample1.duration - sample2.duration) > 0.001:
fail('Samples differ on: duration ({} and {})'.format(sample1.duration, sample2.duration))
sample1.change_audio_type(AUDIO_TYPE_NP)
sample2.change_audio_type(AUDIO_TYPE_NP)
audio_diff = sample1.audio - sample2.audio
samples = [sample1, sample2]
largest = np.argmax([sample1.audio.shape[0], sample2.audio.shape[0]])
smallest = (largest + 1) % 2
samples[largest].audio = samples[largest].audio[:len(samples[smallest].audio)]
audio_diff = samples[largest].audio - samples[smallest].audio
diff_dbfs = mean_dbfs(audio_diff)
differ_msg = 'Samples differ on: sample data ({:0.2f} dB difference) '.format(diff_dbfs)
equal_msg = 'Samples are considered equal ({:0.2f} dB difference)'.format(diff_dbfs)