MAXPROCS=4
FREQUENCY=44100
-#FREQUENCY=22050
+FREQUENCY=22050
-#rm -rf wav mfcc
-#mkdir -p wav mfcc
-#i=0
-#for f in orig/*/*.flac; do
-# while [ $(jobs -p | wc -l) -ge $MAXPROCS ]; do sleep 1; done
-#
-# echo $f
-# BN="$(echo $f | grep -Po "(?<=/[0-9][0-9]_-_).*(?=\.flac)")"
-# NUM="$(printf '%02d' "$i")"
-# WAV="wav/$NUM.wav"
-# MFCC="mfcc/$NUM.mfcc"
-#
-# ( echo "Processing $f" &&
-# sox "$f" -V1 -c 1 -r $FREQUENCY $WAV &&
-# python mfcc.py < "$WAV" > "$MFCC"
-# ) &
-# i=$((i+1))
-#done
-#wait
-python segment.py
-python train.py
-python test.py
+rm -rf wav mfcc
+mkdir -p wav mfcc
+i=0
+for f in orig/*/*.flac; do
+ while [ $(jobs -p | wc -l) -ge $MAXPROCS ]; do sleep 1; done
+
+ echo $f
+ BN="$(echo $f | grep -Po "(?<=/[0-9][0-9]_-_).*(?=\.flac)")"
+ NUM="$(printf '%02d' "$i")"
+ WAV="wav/$NUM.wav"
+ MFCC="mfcc/$NUM.mfcc"
+
+ ( echo "Processing $f" &&
+ sox "$f" -V1 -c 1 -r $FREQUENCY $WAV &&
+ python mfcc.py < "$WAV" > "$MFCC"
+ ) &
+ i=$((i+1))
+done
+wait
--- /dev/null
+#!/bin/bash
+set -e
+python segment.py
+python train.py
+python test.py
--- /dev/null
+File type = "ooTextFile"
+Object class = "TextGrid"
+
+xmin = 0
+xmax = 177.36
+tiers? <exists>
+size = 1
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+ name = "lyrics"
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+ intervals: size = 91
+ intervals [1]:
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--- /dev/null
+File type = "ooTextFile"
+Object class = "TextGrid"
+
+xmin = 0
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+ name = "lyrics"
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model = Sequential()
-model.add(Dense(50, input_shape=(13,), activation='relu'))
-model.add(Dense(50, activation='relu'))
-model.add(Dense(50, activation='relu'))
+model.add(Dense(26, input_shape=(13,), activation='relu'))
+model.add(Dense(100, activation='relu'))
+model.add(Dropout(0.25))
+model.add(Dense(100, activation='relu'))
+model.add(Dense(26, activation='relu'))
model.add(Dense(1, activation='sigmoid'))
model.compile(
repositories / asr1617data.git / commitdiff