Minor pep8 formatting changes
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@ -45,7 +45,7 @@ def hertz_to_mel(freq):
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mel : scalar or ndarray
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Mel-frequency value or ndarray in Mel
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"""
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return 2595.0 * log10(1 + (freq/700.0))
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return 2595.0 * log10(1 + (freq / 700.0))
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def mel_to_hertz(mel):
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@ -59,7 +59,7 @@ def mel_to_hertz(mel):
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freq : scalar or ndarray
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Frequency value or array in Hz.
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"""
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return 700.0 * (10**(mel/2595.0)) - 700.0
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return 700.0 * (10**(mel / 2595.0)) - 700.0
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def melfrequencies_mel_filterbank(num_bands, freq_min, freq_max, num_fft_bands):
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@ -84,7 +84,7 @@ def melfrequencies_mel_filterbank(num_bands, freq_min, freq_max, num_fft_bands):
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mel_max = hertz_to_mel(freq_max)
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mel_min = hertz_to_mel(freq_min)
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delta_mel = abs(mel_max - mel_min) / (num_bands + 1.0)
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frequencies_mel = mel_min + delta_mel*arange(0, num_bands+2)
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frequencies_mel = mel_min + delta_mel * arange(0, num_bands + 2)
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lower_edges_mel = frequencies_mel[:-2]
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upper_edges_mel = frequencies_mel[2:]
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center_frequencies_mel = frequencies_mel[1:-1]
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@ -130,19 +130,19 @@ def compute_melmat(num_mel_bands=12, freq_min=64, freq_max=8000,
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freq_min,
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freq_max,
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num_fft_bands
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)
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)
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len_fft = float(num_fft_bands) / sample_rate
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center_frequencies_hz = mel_to_hertz(center_frequencies_mel)
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lower_edges_hz = mel_to_hertz(lower_edges_mel)
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upper_edges_hz = mel_to_hertz(upper_edges_mel)
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freqs = linspace(0.0, sample_rate/2.0, num_fft_bands)
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freqs = linspace(0.0, sample_rate / 2.0, num_fft_bands)
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melmat = zeros((num_mel_bands, num_fft_bands))
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for imelband, (center, lower, upper) in enumerate(zip(
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center_frequencies_hz, lower_edges_hz, upper_edges_hz)):
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left_slope = (freqs >= lower) == (freqs <= center)
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left_slope = (freqs >= lower) == (freqs <= center)
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melmat[imelband, left_slope] = (
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(freqs[left_slope] - lower) / (center - lower)
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)
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@ -152,4 +152,4 @@ def compute_melmat(num_mel_bands=12, freq_min=64, freq_max=8000,
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(upper - freqs[right_slope]) / (upper - center)
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)
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return melmat, (center_frequencies_mel, freqs)
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return melmat, (center_frequencies_mel, freqs)
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