From: Mart Lubbers <mart@martlubbers.net>
Date: Sun, 30 Apr 2017 09:55:42 +0000 (+0200)
Subject: update
X-Git-Url: https://git.martlubbers.net/?a=commitdiff_plain;h=7878199718ca38c5e321e13598de46a5dc38ea0e;p=asr1617data.git

update
---

diff --git a/predict.py b/predict.py
index f2adb8e..962b9fd 100644
--- a/predict.py
+++ b/predict.py
@@ -1,17 +1,26 @@
 import numpy as np
 import sys
+
+import scipy.io.wavfile as wav
+import numpy as np
+from python_speech_featuresimport mfcc
+
 from keras.models import model_from_json
 
-with open('model.json', 'r') as f:
-    json = f.read()
+modelfile = sys.argv[1]
+hdf5file = '{}.hdf5'.format(modelfile[-4:])
 
+with open(modelfile, 'r') as f:
+    json = f.read()
 model = model_from_json(json)
-model.load_weights('./model.hdf5')
+model.load_weights(hdf5file)
+
 model.compile(
     loss='binary_crossentropy',
     optimizer='rmsprop',
     metrics=['accuracy'])
 
-dat = np.genfromtxt(sys.stdin.buffer, dtype=float, delimiter='\t')
+(rate, sig) = wav.read(sys.stdin.buffer)
+data = mfcc(sig, rate, winlen
 for i in model.predict(dat, batch_size=32, verbose=0):
     print(i[0])