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run_cough_detection_gui.py
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run_cough_detection_gui.py
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'''
This file contains all the needed classes and functions for the ui version of the tool
By running this file, GUI vresion of the tool starts. For detailed instructions, please check the readme.md of the repository.
'''
from PyQt5 import QtCore, QtGui, QtWidgets
Qt = QtCore
citation = 'Nikonas Simou; Nikolaos Stefanakis; Panagiotis Zervas, "A Universal System for Cough Detection in Domestic Acoustic Environments" in EUSIPCO 2020.'
def main(wav_folder, n_threads_to_use=4):
''' Given as input a folder, this script searches for .wav files for cough
instances. If a recording is long enough (more than maxDur) it will be process
ed by multiple threads simultaneously.
Parameters:
-t (int): Maximum number of threads used
Output:
Folder named `CoughDetections` is created and all results are stored there.
For each `.wav` file, if one or more coughs are detected:
1) A `.txt` file will be exported which contains each cough instance's
timestamp as well as the corresponding level of confidence the
classifier has.
2) Additionaly a `.wav` file containing all the cough detections
concatenated, is exported
'''
import os
import argparse
from tensorflow.keras.models import load_model
from pathlib import Path
import time
import sys
sys.path.append("./lib/")
from ClipCoughDetector import ClipCoughDetector
print('Using a maximum of',n_threads_to_use,' threads')
# os.environ['CUDA_VISIBLE_DEVICES'] = '-1' # force to use cpu
os.makedirs("CoughResults", exist_ok = True)
wav_path_list = [
str(wav_path) for wav_path in Path(wav_folder).rglob('*.wav')]
model = load_model('./lib/models/rnn_mel_entire.hdf5')
timeStart = time.time()
cough_detector = ClipCoughDetector(model)
for wav_path in wav_path_list:
cough_detector.getClipCoughs(wav_path,n_threads_to_use)
print('Elapsed time: ',time.time()-timeStart,' seconds')
class Ui_MainWindow(QtWidgets.QWidget):
def setupUi(self, MainWindow):
MainWindow.setObjectName("MainWindow")
MainWindow.resize(530, 610)
MainWindow.setFixedSize(self.size())
self.centralwidget = QtWidgets.QWidget(MainWindow)
self.centralwidget.setObjectName("centralwidget")
self.stackedWidget = QtWidgets.QStackedWidget(self.centralwidget)
self.stackedWidget.setGeometry(QtCore.QRect(0, 0, 531, 611))
self.stackedWidget.setObjectName("stackedWidget")
self.SettingsPage = QtWidgets.QWidget()
self.SettingsPage.setObjectName("SettingsPage")
self.frame = QtWidgets.QFrame(self.SettingsPage)
self.frame.setGeometry(QtCore.QRect(0, 0, 530, 610))
self.frame.setStyleSheet("background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(221, 231, 199, 255), stop:1 rgba(238, 248, 214, 255));\n"
"border-radius: 10px\n"
"")
self.frame.setFrameShape(QtWidgets.QFrame.StyledPanel)
self.frame.setFrameShadow(QtWidgets.QFrame.Raised)
self.frame.setObjectName("frame")
self.frame_2 = QtWidgets.QFrame(self.frame)
self.frame_2.setGeometry(QtCore.QRect(20, 50, 490, 351))
self.frame_2.setStyleSheet("background-color: rgb(227, 227, 227);border-radius:10px;")
self.frame_2.setFrameShape(QtWidgets.QFrame.StyledPanel)
self.frame_2.setFrameShadow(QtWidgets.QFrame.Raised)
self.frame_2.setObjectName("frame_2")
self.btn_dir = QtWidgets.QPushButton(self.frame_2)
self.btn_dir.setGeometry(QtCore.QRect(90, 10, 151, 61))
self.btn_dir.clicked.connect(self.select_dir)
font = QtGui.QFont()
font.setFamily("Calibri")
font.setPointSize(12)
font.setBold(False)
font.setWeight(50)
self.btn_dir.setFont(font)
self.btn_dir.setStyleSheet("QPushButton{ \n"
"border:0.5px solid grey; \n"
"border-radius: 7px; \n"
"background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(60, 137, 109, 255), stop:1 rgba(60, 137, 109, 100));\n"
"}\n"
"QPushButton:hover{\n"
"background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(172, 194, 170, 255), stop:1 rgba(255, 255, 255, 255));\n"
"}")
self.btn_dir.setObjectName("btn_dir")
self.wav_folder = QtWidgets.QTextBrowser(self.frame_2)
self.wav_folder.setGeometry(QtCore.QRect(26, 100, 271, 51))
font = QtGui.QFont()
font.setPointSize(9)
self.wav_folder.setFont(font)
self.wav_folder.setStyleSheet("background-color:rgb(255, 255, 255)")
self.wav_folder.setObjectName("wav_folder")
self.label_1 = QtWidgets.QLabel(self.frame_2)
self.label_1.setGeometry(QtCore.QRect(340, 70, 141, 31))
font = QtGui.QFont()
font.setPointSize(9)
font.setUnderline(True)
self.label_1.setFont(font)
self.label_1.setObjectName("label_1")
self.wavs = QtWidgets.QTextBrowser(self.frame_2)
self.wavs.setGeometry(QtCore.QRect(26, 180, 271, 141))
font = QtGui.QFont()
font.setPointSize(9)
self.wavs.setFont(font)
self.wavs.setStyleSheet("background-color:rgb(255, 255, 255)")
self.wavs.setObjectName("wavs")
self.label_2 = QtWidgets.QLabel(self.frame_2)
self.label_2.setGeometry(QtCore.QRect(30, 80, 161, 16))
font = QtGui.QFont()
font.setPointSize(9)
font.setBold(False)
font.setUnderline(True)
font.setWeight(50)
self.label_2.setFont(font)
self.label_2.setStyleSheet("")
self.label_2.setObjectName("label_2")
self.label_3 = QtWidgets.QLabel(self.frame_2)
self.label_3.setGeometry(QtCore.QRect(26, 160, 151, 16))
font = QtGui.QFont()
font.setPointSize(9)
font.setUnderline(True)
self.label_3.setFont(font)
self.label_3.setObjectName("label_3")
self.num_of_threads = QtWidgets.QSpinBox(self.frame_2)
self.num_of_threads.setGeometry(QtCore.QRect(340, 103, 91, 41))
self.num_of_threads.setStyleSheet("background-color: rgb(255, 255, 255);")
self.num_of_threads.setMinimum(1)
self.num_of_threads.setMaximum(20)
self.num_of_threads.setObjectName("num_of_threads")
self.frame_title = QtWidgets.QFrame(self.frame)
self.frame_title.setGeometry(QtCore.QRect(0, 0, 531, 31))
self.frame_title.setStyleSheet("background-color: rgba(1, 32, 15, 100)")
self.frame_title.setFrameShape(QtWidgets.QFrame.StyledPanel)
self.frame_title.setFrameShadow(QtWidgets.QFrame.Raised)
self.frame_title.setObjectName("frame_title")
self.btn_min = QtWidgets.QPushButton(self.frame_title)
self.btn_min.setGeometry(QtCore.QRect(470, 5, 20, 20))
font = QtGui.QFont()
font.setFamily("Calibri")
font.setPointSize(10)
font.setBold(True)
font.setWeight(75)
self.btn_min.setFont(font)
self.btn_min.setStyleSheet("QPushButton{ \n"
"border:none; \n"
"border-radius: 7px; \n"
"background-color:rgb(240, 135, 0);\n"
"}\n"
"QPushButton:hover{\n"
"background-color: rgba(240, 135, 0, 150);\n"
"}")
self.btn_min.setObjectName("btn_min")
self.btn_min.clicked.connect(self.minimize)
self.btn_exit = QtWidgets.QPushButton(self.frame_title)
self.btn_exit.setGeometry(QtCore.QRect(500, 5, 20, 20))
font = QtGui.QFont()
font.setFamily("Corbel")
font.setPointSize(10)
font.setBold(True)
font.setWeight(75)
self.btn_exit.setFont(font)
self.btn_exit.setStyleSheet("QPushButton{ \n"
"border:none; \n"
"border-radius: 7px; \n"
"background-color: rgb(235, 0, 0);\n"
"}\n"
"QPushButton:hover{\n"
"background-color: rgba(235,0,0, 150);\n"
"}")
self.btn_exit.setObjectName("btn_exit")
self.btn_exit.clicked.connect(self.on_closing)
self.title = QtWidgets.QLabel(self.frame_title)
self.title.setGeometry(QtCore.QRect(11, -3, 331, 41))
font = QtGui.QFont()
font.setFamily("Caladea")
font.setPointSize(14)
font.setBold(True)
font.setItalic(False)
font.setWeight(75)
self.title.setFont(font)
self.title.setAutoFillBackground(False)
self.title.setStyleSheet("background-color: rgba(255, 255, 255, 0);")
self.title.setObjectName("title")
self.cite_label = QtWidgets.QPlainTextEdit(self.frame)
self.cite_label.setGeometry(QtCore.QRect(20, 500, 510, 100))
font = QtGui.QFont()
font.setFamily("Calibri")
font.setPointSize(10)
font.setItalic(True)
self.cite_label.setFont(font)
self.cite_label.setMouseTracking(False)
self.cite_label.setReadOnly(True)
self.cite_label.setObjectName("cite_label")
self.btn_run = QtWidgets.QPushButton(self.frame)
self.btn_run.setGeometry(QtCore.QRect(160, 420, 221, 60))
font = QtGui.QFont()
font.setPointSize(12)
self.btn_run.setFont(font)
self.btn_run.setStyleSheet("QPushButton{ \n"
"border:0.5px solid grey; \n"
"border-radius: 7px; \n"
"background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(60, 137, 109, 255), stop:1 rgba(60, 137, 109, 100));\n"
"}\n"
"QPushButton:hover{\n"
"background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(172, 194, 170, 255), stop:1 rgba(255, 255, 255, 255));\n"
"}\n"
"\n"
"QPushButton:disabled{\n"
"background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(172, 194, 170, 10), stop:1 rgba(255, 255, 255, 10));\n"
"}\n"
"\n"
"")
self.btn_run.setObjectName("btn_run")
self.btn_run.setEnabled(False)
self.btn_run.clicked.connect(self.run_main)
self.copy_citation = QtWidgets.QPushButton(self.frame)
self.copy_citation.setGeometry(QtCore.QRect(390, 570, 121, 21))
font = QtGui.QFont()
font.setPointSize(10)
self.copy_citation.setFont(font)
self.copy_citation.setStyleSheet("QPushButton{ \n"
"border:0.5px solid grey; \n"
"border-radius: 7px; \n"
"background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(60, 137, 109, 255), stop:1 rgba(60, 137, 109, 100));\n"
"}\n"
"QPushButton:hover{\n"
"background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(172, 194, 170, 255), stop:1 rgba(255, 255, 255, 255));\n"
"}")
self.copy_citation.setObjectName("copy_citation")
self.copy_citation.clicked.connect(self.copy_citation_)
self.stackedWidget.addWidget(self.SettingsPage)
self.ResultsPage = QtWidgets.QWidget()
self.ResultsPage.setObjectName("ResultsPage")
self.frame_res = QtWidgets.QFrame(self.ResultsPage)
self.frame_res.setGeometry(QtCore.QRect(0, 0, 530, 610))
self.frame_res.setStyleSheet("background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(221, 231, 199, 255), stop:1 rgba(238, 248, 214, 255));\n"
"border-radius: 10px\n"
"")
self.frame_res.setFrameShape(QtWidgets.QFrame.StyledPanel)
self.frame_res.setFrameShadow(QtWidgets.QFrame.Raised)
self.frame_res.setObjectName("frame_res")
self.frame_11 = QtWidgets.QFrame(self.frame_res)
self.frame_11.setGeometry(QtCore.QRect(20, 80, 490, 371))
self.frame_11.setStyleSheet("background-color: rgb(227, 227, 227);border-radius:10px;")
self.frame_11.setFrameShape(QtWidgets.QFrame.StyledPanel)
self.frame_11.setFrameShadow(QtWidgets.QFrame.Raised)
self.frame_11.setObjectName("frame_11")
self.wav_folder_2 = QtWidgets.QTextBrowser(self.frame_11)
self.wav_folder_2.setGeometry(QtCore.QRect(230, 10, 251, 61))
font = QtGui.QFont()
font.setPointSize(9)
self.wav_folder_2.setFont(font)
self.wav_folder_2.setStyleSheet("background-color:rgb(255, 255, 255)")
self.wav_folder_2.setObjectName("wav_folder_2")
self.label_4 = QtWidgets.QLabel(self.frame_11)
self.label_4.setGeometry(QtCore.QRect(10, 10, 221, 21))
font = QtGui.QFont()
font.setPointSize(9)
font.setBold(False)
font.setUnderline(True)
font.setWeight(50)
self.label_4.setFont(font)
self.label_4.setStyleSheet("")
self.label_4.setObjectName("label_4")
self.label = QtWidgets.QLabel(self.frame_11)
self.label.setGeometry(QtCore.QRect(10, 90, 151, 16))
font = QtGui.QFont()
font.setPointSize(9)
font.setUnderline(True)
self.label.setFont(font)
self.label.setObjectName("label")
self.results = QtWidgets.QPlainTextEdit(self.frame_11)
self.results.setGeometry(QtCore.QRect(10, 120, 471, 231))
self.results.setStyleSheet("background-color: rgb(255, 255, 255);")
self.results.setObjectName("results")
fontRes = QtGui.QFont()
fontRes.setPointSize(12)
self.results.setFont(fontRes)
self.filelist = QtWidgets.QComboBox(self.frame_11)
self.filelist.setGeometry(QtCore.QRect(150, 90, 331, 22))
self.filelist.setStyleSheet("background-color: rgb(255, 255, 255);")
self.filelist.setObjectName("filelist")
self.filelist.activated.connect(self.change_results)
self.btn_listen = QtWidgets.QPushButton(self.frame_11)
self.btn_listen.setGeometry(QtCore.QRect(330, 290, 141, 51))
font = QtGui.QFont()
font.setPointSize(12)
self.btn_listen.setFont(font)
self.btn_listen.setStyleSheet("QPushButton{ \n"
"border:0.5px solid grey; \n"
"border-radius: 7px; \n"
"background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(9, 144, 0, 255), stop:1 rgba(16, 255, 0, 255));\n"
"}\n"
"QPushButton:hover{\n"
"background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(16, 254, 0, 255), stop:1 rgba(171, 255, 166, 255))\n"
"}\n"
"\n"
"QPushButton:disabled{\n"
"background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(172, 194, 170, 10), stop:1 rgba(255, 255, 255, 10));\n"
"}\n"
"\n"
"")
self.btn_listen.setObjectName("btn_listen")
self.btn_listen.clicked.connect(self.listen_active_wav)
self.frame_title_2 = QtWidgets.QFrame(self.frame_res)
self.frame_title_2.setGeometry(QtCore.QRect(0, 0, 531, 31))
self.frame_title_2.setStyleSheet("background-color: rgba(1, 32, 15, 100)")
self.frame_title_2.setFrameShape(QtWidgets.QFrame.StyledPanel)
self.frame_title_2.setFrameShadow(QtWidgets.QFrame.Raised)
self.frame_title_2.setObjectName("frame_title_2")
self.btn_min_2 = QtWidgets.QPushButton(self.frame_title_2)
self.btn_min_2.setGeometry(QtCore.QRect(470, 5, 20, 20))
self.btn_min_2.clicked.connect(self.minimize)
font = QtGui.QFont()
font.setFamily("Calibri")
font.setPointSize(10)
font.setBold(True)
font.setWeight(75)
self.btn_min_2.setFont(font)
self.btn_min_2.setStyleSheet("QPushButton{ \n"
"border:none; \n"
"border-radius: 7px; \n"
"background-color:rgb(240, 135, 0);\n"
"}\n"
"QPushButton:hover{\n"
"background-color: rgba(240, 135, 0, 150);\n"
"}")
self.btn_min_2.setObjectName("btn_min_2")
self.btn_exit_2 = QtWidgets.QPushButton(self.frame_title_2)
self.btn_exit_2.setGeometry(QtCore.QRect(500, 5, 20, 20))
font = QtGui.QFont()
font.setFamily("Corbel")
font.setPointSize(10)
font.setBold(True)
font.setWeight(75)
self.btn_exit_2.setFont(font)
self.btn_exit_2.setStyleSheet("QPushButton{ \n"
"border:none; \n"
"border-radius: 7px; \n"
"background-color: rgb(235, 0, 0);\n"
"}\n"
"QPushButton:hover{\n"
"background-color: rgba(235,0,0, 150);\n"
"}")
self.btn_exit_2.setObjectName("btn_exit_2")
self.btn_exit_2.clicked.connect(self.on_closing)
self.title_2 = QtWidgets.QLabel(self.frame_title_2)
self.title_2.setGeometry(QtCore.QRect(11, -3, 331, 41))
font = QtGui.QFont()
font.setFamily("Caladea")
font.setPointSize(14)
font.setBold(True)
font.setItalic(False)
font.setWeight(75)
self.title_2.setFont(font)
self.title_2.setAutoFillBackground(False)
self.title_2.setStyleSheet("background-color: rgba(255, 255, 255, 0);")
self.title_2.setObjectName("title_2")
self.cite_label_2 = QtWidgets.QPlainTextEdit(self.frame_res)
self.cite_label_2.setGeometry(QtCore.QRect(20, 500, 510, 100))
font = QtGui.QFont()
font.setFamily("Calibri")
font.setPointSize(10)
font.setItalic(True)
self.cite_label_2.setFont(font)
self.cite_label_2.setMouseTracking(False)
self.cite_label_2.setReadOnly(True)
self.cite_label_2.setObjectName("cite_label_2")
self.copy_citation_2 = QtWidgets.QPushButton(self.frame_res)
self.copy_citation_2.setGeometry(QtCore.QRect(390, 570, 121, 21))
font = QtGui.QFont()
font.setPointSize(10)
self.copy_citation_2.setFont(font)
self.copy_citation_2.setStyleSheet("QPushButton{ \n"
"border:0.5px solid grey; \n"
"border-radius: 7px; \n"
"background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(60, 137, 109, 255), stop:1 rgba(60, 137, 109, 100));\n"
"}\n"
"QPushButton:hover{\n"
"background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(172, 194, 170, 255), stop:1 rgba(255, 255, 255, 255));\n"
"}")
self.copy_citation_2.setObjectName("copy_citation_2")
self.copy_citation_2.clicked.connect(self.copy_citation_)
self.btn_xlsx = QtWidgets.QPushButton(self.frame_res)
self.btn_xlsx.setGeometry(QtCore.QRect(300, 460, 151, 31))
font = QtGui.QFont()
font.setPointSize(12)
self.btn_xlsx.setFont(font)
self.btn_xlsx.setStyleSheet("QPushButton{ \n"
"border:0.5px solid grey; \n"
"border-radius: 7px; \n"
"background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(60, 137, 109, 255), stop:1 rgba(60, 137, 109, 100));\n"
"}\n"
"QPushButton:hover{\n"
"background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(172, 194, 170, 255), stop:1 rgba(255, 255, 255, 255));\n"
"}\n"
"\n"
"QPushButton:disabled{\n"
"background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(172, 194, 170, 10), stop:1 rgba(255, 255, 255, 10));\n"
"}\n"
"\n"
"")
self.btn_xlsx.setObjectName("btn_xlsx")
self.btn_xlsx.clicked.connect(self.export_xlsx)
self.btn_txt = QtWidgets.QPushButton(self.frame_res)
self.btn_txt.setGeometry(QtCore.QRect(70, 460, 151, 31))
font = QtGui.QFont()
font.setPointSize(12)
self.btn_txt.setFont(font)
self.btn_txt.setStyleSheet("QPushButton{ \n"
"border:0.5px solid grey; \n"
"border-radius: 7px; \n"
"background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(60, 137, 109, 255), stop:1 rgba(60, 137, 109, 100));\n"
"}\n"
"QPushButton:hover{\n"
"background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(172, 194, 170, 255), stop:1 rgba(255, 255, 255, 255));\n"
"}\n"
"\n"
"QPushButton:disabled{\n"
"background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(172, 194, 170, 10), stop:1 rgba(255, 255, 255, 10));\n"
"}\n"
"\n"
"")
self.btn_txt.setObjectName("btn_txt")
self.btn_txt.clicked.connect(self.export_txt)
self.title_res = QtWidgets.QLabel(self.frame_res)
self.title_res.setGeometry(QtCore.QRect(30, 40, 81, 41))
font = QtGui.QFont()
font.setFamily("Caladea")
font.setPointSize(14)
font.setBold(True)
font.setItalic(False)
font.setWeight(75)
self.title_res.setFont(font)
self.title_res.setAutoFillBackground(False)
self.title_res.setStyleSheet("background-color: rgba(255, 255, 255, 0);")
self.title_res.setObjectName("title_res")
self.stackedWidget.addWidget(self.ResultsPage)
MainWindow.setCentralWidget(self.centralwidget)
self.retranslateUi(MainWindow)
self.stackedWidget.setCurrentIndex(0)
QtCore.QMetaObject.connectSlotsByName(MainWindow)
def retranslateUi(self, MainWindow):
_translate = QtCore.QCoreApplication.translate
MainWindow.setWindowTitle(_translate("MainWindow", "MainWindow"))
self.btn_dir.setText(_translate("MainWindow", "Select\n"
"Directory"))
self.wav_folder.setHtml(_translate("MainWindow", "<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.0//EN\" \"http://www.w3.org/TR/REC-html40/strict.dtd\">\n"
"<html><head><meta name=\"qrichtext\" content=\"1\" /><style type=\"text/css\">\n"
"p, li { white-space: pre-wrap; }\n"
"</style></head><body style=\" font-family:\'MS Shell Dlg 2\'; font-size:9pt; font-weight:400; font-style:normal;\">\n"
"<p style=\" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;\"><span style=\" font-size:7.8pt;\">[Please select a directory]</span></p></body></html>"))
self.label_1.setText(_translate("MainWindow", "Number of threads:"))
self.wavs.setHtml(_translate("MainWindow", "<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.0//EN\" \"http://www.w3.org/TR/REC-html40/strict.dtd\">\n"
"<html><head><meta name=\"qrichtext\" content=\"1\" /><style type=\"text/css\">\n"
"p, li { white-space: pre-wrap; }\n"
"</style></head><body style=\" font-family:\'MS Shell Dlg 2\'; font-size:9pt; font-weight:400; font-style:normal;\">\n"
"<p style=\" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;\"><span style=\" font-size:7.8pt;\">[No directory selected]</span></p></body></html>"))
self.label_2.setText(_translate("MainWindow", "Directory with wav files:"))
self.label_3.setText(_translate("MainWindow", "Files to be processed:"))
self.btn_min.setText(_translate("MainWindow", "_"))
self.btn_exit.setText(_translate("MainWindow", "X"))
self.title.setText(_translate("MainWindow", "Cough Detection Tool (v 1.0)"))
self.cite_label.setPlainText(_translate("MainWindow", "Did you find this tool useful? Please cite as:\n"
"Nikonas Simou; Nikolaos Stefanakis; Panagiotis Zervas, \"A Universal System for Cough Detection in Domestic Acoustic Environments\" in EUSIPCO 2020."))
self.btn_run.setText(_translate("MainWindow", "Run"))
self.copy_citation.setText(_translate("MainWindow", "Copy citation"))
self.wav_folder_2.setHtml(_translate("MainWindow", "<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.0//EN\" \"http://www.w3.org/TR/REC-html40/strict.dtd\">\n"
"<html><head><meta name=\"qrichtext\" content=\"1\" /><style type=\"text/css\">\n"
"p, li { white-space: pre-wrap; }\n"
"</style></head><body style=\" font-family:\'MS Shell Dlg 2\'; font-size:9pt; font-weight:400; font-style:normal;\">\n"
"<p style=\" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;\"><span style=\" font-size:7.8pt;\">[Please select a directory]</span></p></body></html>"))
self.label_4.setText(_translate("MainWindow", "Directory with wav files scanned:"))
self.label.setText(_translate("MainWindow", "Results per file:"))
self.btn_listen.setText(_translate("MainWindow", "Click to listen\n"
"detections"))
self.btn_min_2.setText(_translate("MainWindow", "_"))
self.btn_exit_2.setText(_translate("MainWindow", "X"))
self.title_2.setText(_translate("MainWindow", "Cough Detection Tool (v 1.0)"))
self.cite_label_2.setPlainText(_translate("MainWindow", "Did you find this tool useful? Please cite as:\n"
"Nikonas Simou; Nikolaos Stefanakis; Panagiotis Zervas, \"A Universal System for Cough Detection in Domestic Acoustic Environments\" in EUSIPCO 2020."))
self.copy_citation_2.setText(_translate("MainWindow", "Copy citation"))
self.btn_xlsx.setText(_translate("MainWindow", "Save as .xlsx"))
self.btn_txt.setText(_translate("MainWindow", "Save as .txt"))
self.title_res.setText(_translate("MainWindow", "Results"))
def minimize(self):
self.showMinimized()
def select_dir(self):
import glob
folder = str(QtWidgets.QFileDialog.getExistingDirectory(self, "Select Directory"))
if folder:
self.wav_folder.setText(folder)
files = glob.glob(f"{folder}/**/*.wav", recursive=True)
if len(files)>0:
files = "\n".join(files).replace("\\", "/").replace(folder, "./")
self.btn_run.setEnabled(True)
self.btn_run.setText("Run")
else:
files = "No .wav files found in selected directory."
self.btn_run.setText("Run\n(Select a valid directory)")
self.btn_run.setEnabled(False)
self.wavs.setText(files)
self.btn_dir.setText("Change\nDirectory")
#window.label_2.setText(file)
def on_closing(self):
import gc
reply = QtWidgets.QMessageBox.question(self, 'Quit',
"Are you sure to quit?", QtWidgets.QMessageBox.Yes |
QtWidgets.QMessageBox.No, QtWidgets.QMessageBox.No)
if reply == QtWidgets.QMessageBox.Yes:
print('Thank you for using our tool!')
QtCore.QCoreApplication.instance().quit()
gc.collect()
exit()
def copy_citation_(self):
clipboard = QtWidgets.QApplication.clipboard()
clipboard.setText(citation)
# self.parent.update() # the text will stay there after the window is closed
# self.copied_lbl_txt.set("(Copied!)")
def export_xlsx(self):
if self.filelist.currentText()=="Select file":
return
import os
fname = f'CoughResults/{self.filelist.currentText().replace(".wav", ".xlsx")}'
i=1
if os.path.exists(fname):
fname = fname.replace(".xlsx", f"_{i}.xlsx")
while os.path.exists(fname):
i+=1
fname = fname.replace(f"_{i-1}.xlsx", f"_{i}.xlsx")
self.df.to_excel(fname)
QtWidgets.QMessageBox.information(self, 'Save succesful!',
f"File saved as\n{fname}", QtWidgets.QMessageBox.Ok)
def export_txt(self):
if self.filelist.currentText()=="Select file":
return
import os
fname = f'CoughResults/{self.filelist.currentText().replace(".wav", ".txt")}'
i=1
if os.path.exists(fname):
fname = fname.replace(".txt", f"_{i}.txt")
while os.path.exists(fname):
i+=1
fname = fname.replace(f"_{i-1}.txt", f"_{i}.txt")
with open(fname, 'w+') as file:
file.write(self.df.to_string())
QtWidgets.QMessageBox.information(self, 'Save succesful!',
f"File saved as\n{fname}", QtWidgets.QMessageBox.Ok)
def initialize_files(self):
import glob, os, pandas as pd, numpy as np
self.wav_folder_2.setText(wav_folder)
cwd = os.getcwd().replace("\\", "/")
found = glob.glob(f"{cwd}/CoughResults/*.txt")
files = glob.glob(f"{wav_folder}/**/*.wav", recursive=True)
self.df = pd.DataFrame()
self.results.setPlainText("Please select a file to view cough segments detected.")
self.results.setReadOnly(True)
self.btn_listen.hide()
self.btn_xlsx.hide()
self.btn_txt.hide()
if len(found)==0:
self.filelist.addItem("-")
self.results.setPlainText("No coughs found.")
self.filelist.setEnabled(False)
else:
self.res_text = dict()
self.extracted_wavs = dict()
self.filelist.addItem("Select file")
self.res_text["Select file"]="Please select a file to view cough segments detected."
for f in found:
cc = f.replace("\\", "/").split("/")[-1].split("_coughDetections.txt")[0]
self.filelist.addItem(cc)
self.df = pd.DataFrame(np.loadtxt(f)[:,1:], columns=["Time (s)", "Confidence"], index=np.loadtxt(f)[:,0].astype(int))
self.res_text[cc] = self.df.to_string()
self.extracted_wavs[cc] = f.replace(".txt", ".wav") #[fn for fn in files if cc in fn][0]
def change_results(self):
self.results.setPlainText(self.res_text[self.filelist.currentText()])
check=self.filelist.currentText()!="Select file"
if check:
self.btn_listen.show()
self.btn_xlsx.show()
self.btn_txt.show()
else:
self.btn_listen.hide()
self.btn_xlsx.hide()
self.btn_txt.hide()
# self.btn_listen.setEnabled(check)
# self.btn_xlsx.setEnabled(check)
# self.btn_txt.setEnabled(check)
def listen_active_wav(self):
if self.filelist.currentText()=="Select file":
return
from playsound import playsound
playsound(self.extracted_wavs[self.filelist.currentText()])
def run_main(self):
global wav_folder, n_threads_to_use
wav_folder = self.wav_folder.toPlainText()
n_threads_to_use = int(self.num_of_threads.value())
print("Starting execution. Please wait...")
self.hide()
main(wav_folder, n_threads_to_use)
self.stackedWidget.setCurrentIndex(1)
self.initialize_files()
self.show()
#QtCore.QCoreApplication.instance().quit()
class MyWin(QtWidgets.QMainWindow, Ui_MainWindow):
#Stack over flow - draggable window
def __init__(self):
super().__init__()
self.setupUi(self)
self.dragPos = QtCore.QPoint()
self.setWindowFlag(QtCore.Qt.FramelessWindowHint)
self.setAttribute(QtCore.Qt.WA_TranslucentBackground, True)
try:
self.setWindowIcon(QtGui.QIcon('./lib/resources/forth_disk.png'))
except:
pass
def mousePressEvent(self, event): # +
self.dragPos = event.globalPos()
def mouseMoveEvent(self, event): # !!!
if event.buttons() == QtCore.Qt.LeftButton:
self.move(self.pos() + event.globalPos() - self.dragPos)
self.dragPos = event.globalPos()
event.accept()
if __name__ == "__main__":
import sys
app = QtWidgets.QApplication(sys.argv)
w = MyWin()
w.show()
sys.exit(app.exec())