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Search results for: audio quality
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Comparative study on the effectiveness of various types of road traffic intensity detectors
PublicationVehicle detection and speed measurements are crucial tasks in traffic monitoring systems. In this work, we focus on several types of electronic sensors, operating on different physical principles in order to compare their effectiveness in real traffic conditions. Commercial solutions are based on road tubes, microwave sensors, LiDARs, and video cameras. Distributed traffic monitoring systems require a high number of monitoring...
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MACHINE LEARNING–BASED ANALYSIS OF ENGLISH LATERAL ALLOPHONES
PublicationAutomatic classification methods, such as artificial neural networks (ANNs), the k-nearest neighbor (kNN) and selforganizing maps (SOMs), are applied to allophone analysis based on recorded speech. A list of 650 words was created for that purpose, containing positionally and/or contextually conditioned allophones. For each word, a group of 16 native and non-native speakers were audio-video recorded, from which seven native speakers’...
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Fully Automated AI-powered Contactless Cough Detection based on Pixel Value Dynamics Occurring within Facial Regions
PublicationIncreased interest in non-contact evaluation of the health state has led to higher expectations for delivering automated and reliable solutions that can be conveniently used during daily activities. Although some solutions for cough detection exist, they suffer from a series of limitations. Some of them rely on gesture or body pose recognition, which might not be possible in cases of occlusions, closer camera distances or impediments...
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Audio Feature Analysis for Precise Vocalic Segments Classification in English
PublicationAn approach to identifying the most meaningful Mel-Frequency Cepstral Coefficients representing selected allophones and vocalic segments for their classification is presented in the paper. For this purpose, experiments were carried out using algorithms such as Principal Component Analysis, Feature Importance, and Recursive Parameter Elimination. The data used were recordings made within the ALOFON corpus containing audio signal...
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Improving automatic surveillance by sound analysis
PublicationAn automatic surveillance system, based on event detection in the video image can be improved by implementing algorithms for audio analysis. Dangerous or illegal actions are often connected with distinctive sound events like screams or sudden bursts of energy. A method for detection and classification of alarming sound events is presented. Detection is based on the observation of sudden changes in sound level in distinctive sub-bands...
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Metoda dopasowania charakterystyk toru fonicznego komputera przenośnego do preferencji słuchowych użytkownika
PublicationUżytkownicy urządzeń przenośnych, takich jak smartfony, tablety, ultrabooki, coraz częściej zwracają uwagę na niedoskonałości dźwięku emitowanego przez te urządzenia. Zmiana wzmocnienia czy korekcja barwy nie wystarczają, by dopasować dźwięk do preferencji użytkownika. W referacie zaproponowano nowe podejście do tego zagadnienia, polegające na dynamicznej kontroli poziomu dźwięku, tak aby jak najlepiej odwzorować sposób postrzegania...
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ZINTEGROWANY SYSTEM DOMOWEGO MONITORINGU PARAMETRÓW MEDYCZNYCH OSÓB STARSZYCH I CHORYCH
PublicationProponowane rozwiązania mają na celu wspomaganie osób starszych i chorych, tak by mogły jak najdłużej mieszkać i żyć samodzielnie ze zwiększonym poczuciem bezpieczeństwa, iż są nadzorowane i w razie nagłego zagrożenia życia nie pozostaną bez pomocy. System jednocześnie nie narusza poczucia zachowania prywatności i intymności, gdyż nie są używane do monitoringu kamery wizyjne czy też stały nasłuch audio. Dodatkowo gromadzone informacje...