Commit f6a46d22 authored by Lisa Casino's avatar Lisa Casino
Browse files

add fichier loading

parent b3bc45b1
%% Cell type:code id:tough-exposure tags:
``` python
import numpy as np
import os
import pandas as pd
from scipy.io import wavfile
import librosa
from tqdm import tqdm
import tensorflow as tf
from tensorflow import keras
import matplotlib.pyplot as plt
from tensorflow.keras import regularizers, activations
from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import Dense, Dropout, Flatten, Activation, Conv2D, MaxPooling2D, GlobalAveragePooling2D
from keras.utils import np_utils, to_categorical
from tensorflow.keras.preprocessing.image import ImageDataGenerator
from datetime import datetime
from matplotlib import pyplot as plt
```
%% Cell type:code id:polished-tongue tags:
``` python
us8k_df = pd.read_pickle("us8k_df.pkl")
```
%% Cell type:code id:elementary-congress tags:
``` python
def init_model():
model1 = Sequential()
#layer-1
model1.add(Conv2D(filters=24, kernel_size=5, input_shape=(128, 128, 1),
kernel_regularizer=regularizers.l2(1e-3)))
model1.add(MaxPooling2D(pool_size=(3,3), strides=3))
model1.add(Activation(activations.relu))
#layer-2
model1.add(Conv2D(filters=36, kernel_size=4, padding='valid', kernel_regularizer=regularizers.l2(1e-3)))
model1.add(MaxPooling2D(pool_size=(2,2), strides=2))
model1.add(Activation(activations.relu))
#layer-3
model1.add(Conv2D(filters=48, kernel_size=3, padding='valid'))
model1.add(Activation(activations.relu))
model1.add(GlobalAveragePooling2D())
#layer-4 (1st dense layer)
model1.add(Dense(60, activation='relu'))
model1.add(Dropout(0.5))
#layer-5 (2nd dense layer)
model1.add(Dense(10, activation='softmax'))
# compile
model1.compile(loss='categorical_crossentropy', metrics=['accuracy'], optimizer='adam')
return model1
```
%% Cell type:code id:afraid-louisville tags:
``` python
model = init_model()
model.summary()
```
%% Cell type:code id:altered-vermont tags:
``` python
def train_test_split(fold_k, data, X_dim=(128, 128, 1)):
X_train = np.stack(data[data.fold != fold_k].melspectrogram.to_numpy())
X_test = np.stack(data[data.fold == fold_k].melspectrogram.to_numpy())
y_train = data[data.fold != fold_k].label.to_numpy()
y_test = data[data.fold == fold_k].label.to_numpy()
XX_train = X_train.reshape(X_train.shape[0], *X_dim)
XX_test = X_test.reshape(X_test.shape[0], *X_dim)
yy_train = to_categorical(y_train)
yy_test = to_categorical(y_test)
return XX_train, XX_test, yy_train, yy_test
```
%% Cell type:code id:phantom-strap tags:
``` python
def process_fold(fold_k, data, epochs=100, num_batch_size=32):
# split the data
X_train, X_test, y_train, y_test = train_test_split(fold_k, data)
# init data augmention
#train_datagen, val_datagen = init_data_aug()
# fit augmentation
#train_datagen.fit(X_train)
#val_datagen.fit(X_train)
# init model
model = init_model()
# pre-training accuracy
score = model.evaluate(X_test, y_test, batch_size=num_batch_size, verbose=0)
print("Pre-training accuracy: %.4f%%\n" % (100 * score[1]))
# train the model
start = datetime.now()
history = model.fit(X_train,y_train, epochs=epochs,validation_data=(X_test,y_test),batch_size=num_batch_size)
end = datetime.now()
print("Training completed in time: ", end - start, '\n')
return history
```
%% Cell type:code id:raised-puppy tags:
``` python
def show_results(tot_history):
"""Show accuracy and loss graphs for train and test sets."""
for i, history in enumerate(tot_history):
print('\n({})'.format(i+1))
plt.figure(figsize=(15,5))
plt.subplot(121)
plt.plot(history.history['accuracy'])
plt.plot(history.history['val_accuracy'])
plt.grid(linestyle='--')
plt.ylabel('Accuracy')
plt.xlabel('Epoch')
plt.legend(['train', 'validation'], loc='upper left')
plt.subplot(122)
plt.plot(history.history['loss'])
plt.plot(history.history['val_loss'])
plt.grid(linestyle='--')
plt.ylabel('Loss')
plt.xlabel('Epoch')
plt.legend(['train', 'validation'], loc='upper left')
plt.show()
print('\tMax validation accuracy: %.4f %%' % (np.max(history.history['val_accuracy']) * 100))
print('\tMin validation loss: %.5f' % np.min(history.history['val_loss']))
```
%% Cell type:code id:legislative-prior tags:
``` python
FOLD_K = 1
history1 = []
print('-'*80)
print("\n({})\n".format(FOLD_K))
history = process_fold(FOLD_K, us8k_df, epochs=10)
history1.append(history)
```
%% Cell type:code id:retained-greenhouse tags:
``` python
FOLD_K = 2
print('-'*80)
print("\n({})\n".format(FOLD_K))
history = process_fold(FOLD_K, us8k_df, epochs=10)
history1.append(history)
```
%%%% Output: error
---------------------------------------------------------------------------
NameError Traceback (most recent call last)
<ipython-input-1-c639b5d8c6f7> in <module>
4 print("\n({})\n".format(FOLD_K))
5
----> 6 history = process_fold(FOLD_K, us8k_df, epochs=10)
7 history1.append(history)
NameError: name 'process_fold' is not defined
%% Cell type:code id:exotic-institution tags:
``` python
FOLD_K = 3
print('-'*80)
print("\n({})\n".format(FOLD_K))
history = process_fold(FOLD_K, us8k_df, epochs=10)
history1.append(history)
```
%% Cell type:code id:behavioral-worker tags:
``` python
FOLD_K = 4
print('-'*80)
print("\n({})\n".format(FOLD_K))
history = process_fold(FOLD_K, us8k_df, epochs=10)
history1.append(history)
```
%% Cell type:code id:binding-relation tags:
``` python
FOLD_K = 5
print('-'*80)
print("\n({})\n".format(FOLD_K))
history = process_fold(FOLD_K, us8k_df, epochs=10)
history1.append(history)
```
%% Cell type:code id:front-apparel tags:
``` python
FOLD_K = 6
print('-'*80)
print("\n({})\n".format(FOLD_K))
history = process_fold(FOLD_K, us8k_df, epochs=10)
history1.append(history)
```
%% Cell type:code id:elder-saint tags:
``` python
FOLD_K = 7
print('-'*80)
print("\n({})\n".format(FOLD_K))
history = process_fold(FOLD_K, us8k_df, epochs=10)
history1.append(history)
```
%% Cell type:code id:major-subject tags:
``` python
FOLD_K = 8
print('-'*80)
print("\n({})\n".format(FOLD_K))
history = process_fold(FOLD_K, us8k_df, epochs=10)
history1.append(history)
```
%% Cell type:code id:threaded-wallace tags:
``` python
FOLD_K = 9
print('-'*80)
print("\n({})\n".format(FOLD_K))
history = process_fold(FOLD_K, us8k_df, epochs=10)
history1.append(history)
```
%% Cell type:code id:nonprofit-neighborhood tags:
``` python
FOLD_K = 10
print('-'*80)
print("\n({})\n".format(FOLD_K))
history = process_fold(FOLD_K, us8k_df, epochs=10)
history1.append(history)
```
%% Cell type:code id:electric-colorado tags:
``` python
```
%% Cell type:code id:powerful-episode tags: %% Cell type:code id:naked-arabic tags:
   
``` python ``` python
import numpy as np import numpy as np
import os import os
import pandas as pd import pandas as pd
...@@ -22,24 +22,24 @@ ...@@ -22,24 +22,24 @@
   
from matplotlib import pyplot as plt from matplotlib import pyplot as plt
   
``` ```
   
%% Cell type:code id:green-moisture tags: %% Cell type:code id:stopped-livestock tags:
   
``` python ``` python
US8K_AUDIO_PATH = os.path.abspath('../UrbanSound8K/audio/') US8K_AUDIO_PATH = os.path.abspath('../UrbanSound8K/audio/')
US8K_METADATA_PATH = os.path.abspath('../UrbanSound8K/metadata/UrbanSound8K.csv') US8K_METADATA_PATH = os.path.abspath('../UrbanSound8K/metadata/UrbanSound8K.csv')
``` ```
   
%% Cell type:code id:charged-thong tags: %% Cell type:code id:located-formation tags:
   
``` python ``` python
metadata = pd.read_csv(US8K_METADATA_PATH) metadata = pd.read_csv(US8K_METADATA_PATH)
``` ```
   
%% Cell type:code id:individual-obligation tags: %% Cell type:code id:entire-safety tags:
   
``` python ``` python
metadata metadata
``` ```
   
...@@ -71,11 +71,11 @@ ...@@ -71,11 +71,11 @@
8730 1 car_horn 8730 1 car_horn
8731 1 car_horn 8731 1 car_horn
[8732 rows x 8 columns] [8732 rows x 8 columns]
   
%% Cell type:code id:accurate-charleston tags: %% Cell type:code id:seeing-opportunity tags:
   
``` python ``` python
np.unique(metadata['class']) np.unique(metadata['class'])
``` ```
   
...@@ -83,16 +83,16 @@ ...@@ -83,16 +83,16 @@
   
array(['air_conditioner', 'car_horn', 'children_playing', 'dog_bark', array(['air_conditioner', 'car_horn', 'children_playing', 'dog_bark',
'drilling', 'engine_idling', 'gun_shot', 'jackhammer', 'siren', 'drilling', 'engine_idling', 'gun_shot', 'jackhammer', 'siren',
'street_music'], dtype=object) 'street_music'], dtype=object)
   
%% Cell type:markdown id:intimate-deficit tags: %% Cell type:markdown id:competitive-semiconductor tags:
   
Nous avons donc 10 classes dans le dataset qui sont : air_conditioner', 'car_horn', 'children_playing', 'dog_bark','drilling', 'engine_idling', 'gun_shot', 'jackhammer', 'siren','street_music' Nous avons donc 10 classes dans le dataset qui sont : air_conditioner', 'car_horn', 'children_playing', 'dog_bark','drilling', 'engine_idling', 'gun_shot', 'jackhammer', 'siren','street_music'
   
   
%% Cell type:code id:pleased-mother tags: %% Cell type:code id:congressional-lancaster tags:
   
``` python ``` python
metadata['class'].value_counts() metadata['class'].value_counts()
``` ```
   
...@@ -108,15 +108,15 @@ ...@@ -108,15 +108,15 @@
siren 929 siren 929
car_horn 429 car_horn 429
gun_shot 374 gun_shot 374
Name: class, dtype: int64 Name: class, dtype: int64
   
%% Cell type:markdown id:adolescent-optimum tags: %% Cell type:markdown id:separated-drilling tags:
   
On remarque donc que les classes sont équilibrées sauf pour car_horn et gun_shot qui beaucoup moins d'échantillons. Nous pourrons donc regarder par la suite si ces 2 classes sont moins bien classifiées. On remarque donc que les classes sont équilibrées sauf pour car_horn et gun_shot qui beaucoup moins d'échantillons. Nous pourrons donc regarder par la suite si ces 2 classes sont moins bien classifiées.
   
%% Cell type:code id:therapeutic-classroom tags: %% Cell type:code id:handy-bankruptcy tags:
   
``` python ``` python
# load the csv metadata file into a Pandas DataFrame structure # load the csv metadata file into a Pandas DataFrame structure
us8k_metadata_df = pd.read_csv(US8K_METADATA_PATH, us8k_metadata_df = pd.read_csv(US8K_METADATA_PATH,
usecols=["slice_file_name", "fold", "classID"], usecols=["slice_file_name", "fold", "classID"],
...@@ -140,11 +140,11 @@ ...@@ -140,11 +140,11 @@
8730 99812-1-5-0.wav 7 1 8730 99812-1-5-0.wav 7 1
8731 99812-1-6-0.wav 7 1 8731 99812-1-6-0.wav 7 1
[8732 rows x 3 columns] [8732 rows x 3 columns]
   
%% Cell type:code id:personalized-convenience tags: %% Cell type:code id:ceramic-depth tags:
   
``` python ``` python
HOP_LENGTH = 512 # number of samples between successive frames HOP_LENGTH = 512 # number of samples between successive frames
WINDOW_LENGTH = 512 # length of the window in samples WINDOW_LENGTH = 512 # length of the window in samples
N_MEL = 128 # number of Mel bands to generate N_MEL = 128 # number of Mel bands to generate
...@@ -175,11 +175,11 @@ ...@@ -175,11 +175,11 @@
return None return None
return melspectrogram_db return melspectrogram_db
``` ```
   
%% Cell type:code id:significant-proposition tags: %% Cell type:code id:infrared-block tags:
   
``` python ``` python
SOUND_DURATION = 2.95 # fixed duration of an audio excerpt in seconds SOUND_DURATION = 2.95 # fixed duration of an audio excerpt in seconds
   
features = [] features = []
...@@ -197,27 +197,27 @@ ...@@ -197,27 +197,27 @@
   
# convert into a Pandas DataFrame # convert into a Pandas DataFrame
us8k_df = pd.DataFrame(features, columns=["melspectrogram", "label", "fold"]) us8k_df = pd.DataFrame(features, columns=["melspectrogram", "label", "fold"])
``` ```
   
%% Cell type:code id:renewable-movement tags: %% Cell type:code id:victorian-filter tags:
   
``` python ``` python
# write the Pandas DataFrame object to .pkl file # write the Pandas DataFrame object to .pkl file
WRITE_DATA = True WRITE_DATA = True
   
if WRITE_DATA: if WRITE_DATA:
us8k_df.to_pickle("us8k_df.pkl") us8k_df.to_pickle("us8k_df.pkl")
``` ```
   
%% Cell type:code id:hungry-fields tags: %% Cell type:code id:pediatric-interest tags:
   
``` python ``` python
data = np.array(metadata) data = np.array(metadata)
``` ```
   
%% Cell type:code id:incomplete-jacob tags: %% Cell type:code id:unknown-basement tags:
   
``` python ``` python
plt.figure(figsize=(10,40)) plt.figure(figsize=(10,40))
   
j = 1 j = 1
...@@ -233,17 +233,17 @@ ...@@ -233,17 +233,17 @@
   
%%%% Output: display_data %%%% Output: display_data
   
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