I am currently working on an ASR system, and I've forgotten to apply a window function to each frame. I am extracting, which could be the cause to why I am receiving bad results. But is that possible in librosa
?
I can't find this option in librosa documentation.
I need to apply a hamming window on to each frame, which are extracted as such.
for fp in file_paths:
y,sr = librosa.load(fp,sr=16000)
X = librosa.util.frame(y, frame_length=400, hop_length=160)
Librosa employs scipy.signal:
window = scipy.signal.hann(win_length, sym=False)
# Reshape so that the window can be broadcast
window = window.reshape((-1, 1))
windowed = fft_window * X
Here you can see how it is done inside librosa.
But why not to use librosa.stft
or librosa.mfcc
? It will do everything you need.
The technical post webpages of this site follow the CC BY-SA 4.0 protocol. If you need to reprint, please indicate the site URL or the original address.Any question please contact:yoyou2525@163.com.