TR2023018389A2

TR2023018389A2 - A SYSTEM THAT ENABLES INCREASING DRIVING SAFETY BY CLASSIFIING PERSONALIZED MUSIC CONTENT

Info

Publication number: TR2023018389A2
Application number: TR2023/018389
Authority: TR
Inventors: Ebrar Yalcin Abdulvehhap
Original assignee: Turkcell Teknoloji̇ Araştirma Ve Geli̇şti̇rme Anoni̇m Şi̇rketi̇
Filing date: 2023-12-26
Publication date: 2024-03-21

Abstract

Bu buluş oluşturulan ve araç içinde çalınan müzik listelerinin araç içindeki kişilerin ve sürücünün duygu durumlarının olumlu şekilde etkilenmesini sağlayacak şekilde tasarlanmasını sağlayan bir sistem (1) ile ilgilidir.This invention relates to a system (1) that enables the music lists created and played in the vehicle to be designed in a way that positively affects the emotional states of the people in the vehicle and the driver.

Description

TARIFNAME KISISELLESTIRILEN MÜZIK IÇERIKLERININ SINIFLANDIRILARAK SÜRÜS GÜVENLIGININ ARTIRILMASINI SAGLAYAN BIR SISTEM Teknik Alan Bu bulus olusturulan ve araç içinde çalinan müzik listelerinin araç içindeki kisilerin ve sürücünün duygu durumlarinin olumlu sekilde etkilenmesini saglayacak sekilde tasarlanmasini saglayan bir sistem ile ilgilidir. Önceki Teknik Günümüzde otomotiv sektöründeki gelismeler, yeni nesil araçlarin bilgisayar teknolojileri ile daha entegre sekilde çalismasina olanak saglamaktadir. Bu durum, sürücüsüz ya da yari otonom araçlarda kullanici deneyimlerini olumlu etkileyebilecek yeni sistemlerin kullanimini da arttirmistir. Araçlarda ses ve müzige dayali eglence sistemleri oldukça yaygin olarak kullanilmaktadir. Seyahat halindeki araçta bulunan yolcular ve sürücü araçtaki eglence sistemleriyle yolculuklarini daha keyiIli hale getirebilmektedir. Mevcut teknikte sürücünün ve aracin dis ortaminin sensörler araciligi ile takip eden akilli sistemler sayesinde araç içerisinde isiklandirmalarin ve koltuklarinin durumunun ve konumunun ayarlanabilir olmasi saglanmaktadir. Teknigin bilinen durumunda sürücünün yüz konumunun tespit edilerek sürücünün kulaklarina gelecek gürültünün algilanmasiyla gürültüye neden olan söz konusu ses frekansini sönümleyecek bir frekansin otomatik olarak üretilmesini ve araç içerisindeki gürültünün engellenmesini saglayan, araç içerisindeki isiklandirmanin sürücü ya da yolcunun konumlarina göre destek isiklarla optimize edilmesini ve kabin içerisindeki isigin disaridaki isiktan bagimsiz bir sekilde kullanicinin istegine göre düzenlemesini saglayan çesitli çözümlere rastlanilmaktadir. DESCRIPTION BY CLASSIFIING PERSONALIZED MUSIC CONTENT A SYSTEM THAT ENABLES INCREASING DRIVING SAFETY Technical Field This invention allows the music lists created and played in the vehicle to be accessible to the people in the vehicle. and in a way that ensures that the driver's emotional states are affected positively. It is about a system that enables the design. Prior Art Today, developments in the automotive industry mean that new generation vehicles are equipped with computers. It allows it to work more integrated with technologies. This situation, positive user experiences in driverless or semi-autonomous vehicles. It has also increased the use of new systems that may affect Sound and music in vehicles based entertainment systems are widely used. on the go Passengers and the driver can make their journeys more enjoyable with the entertainment systems in the vehicle. It can make it enjoyable. In current technology, the driver and the vehicle's external environment in the vehicle thanks to smart systems that monitor through sensors. The condition and position of the lighting and seats should be adjustable is provided. In the known state of the technique, the driver's face position is detected by detecting the noise coming to the driver's ears and causing noise. automatically select a frequency that will dampen the sound frequency in question. which enables the production and prevention of noise inside the vehicle, The lighting inside is supported according to the positions of the driver or passenger. optimizing the lights and ensuring that the light inside the cabin is independent of the light outside various solutions that allow the user to organize it according to his wishes. is encountered.

Ancak teknigin bilinen durumunda araçta bulunan çesitli algilayicilardan toplanan verilerinin analiz edilmesiyle sürücünün yorgunluk ve duygu durum seviyesinin tespit edilmesini, sürücünün kendi olusturdugu müzik listelerinin tempo, tonalite, perde yüksekligi, ses araliklari biçimindeki parametrelere göre yapay zekali algoritmalarla analiz edilerek sürücünün yorgunluk ve duygu durum verilerine göre söz konusu müzik listesinin sinirlandirilmasini saglayan, sürücünün tespit edilen yorgunluk ve duygu durumuna göre müzik servisi üzerinde ilgili sürücünün duygu durumuna göre uyarlanan müzik listelerinin olusturulmasini saglayan bir çözüme rastlanilmamistir. However, in the known state of the technique, data collected from various sensors in the vehicle By analyzing the data, the driver's fatigue and mood levels are determined. detecting the tempo, tonality, artificial intelligence according to parameters such as pitch height and sound intervals. It is analyzed by algorithms and according to the driver's fatigue and emotional state data. which allows the limitation of the music list in question, the driver's detected Depending on the fatigue and emotional state, the relevant driver's emotional state is displayed on the music service. A solution that enables the creation of music lists adapted to the situation It has not been found.

Teknigin bilinen durumunda yer alan CN111223196A sayili Çin patent dokümaninda araç park yardimi sisteminden bahsedilmektedir. Söz konusu patent dokümanina konu olan bulus bir mobil terminal uygulamasina ve bir park alani kilidine dayanan akilli bir park alani yöntemini açiklamaktadir. Akilli park alani yöntemine göre, bir merkezi islem ünitesi bir mobil terminal, bir navigasyon sistemi, bir zamanlamali sarj sistemi ve bir park alani kilidi ile sürekli olarak iletisim kurulmakta, böylece bir mobil terminal kullanicisinin bos bir park alanini uzaktan rezerve etmesine yardimci olunabilmekte, böylece gece, yagmurlu günlerde ve aracin park etmek istedigi ancak trafik sikisikligi durumunda park yeri bulmanin zor oldugu ortamlarda araç sahibi park süresinden tasarruf edebilmektedir. Ikinci olarak, araç sahibinin park alanina gitmesi sürecinde park alaninin isgal edilmesinin önlenmesi için kullanici bosta olan park alanini önceden kilitleyebilmekte, araç sahibinin sorunsuz bir sekilde park etmesi saglanmakta ve bu arada kullanicinin park alanina gitmesi de engellenmektedir. Ancak bu bulusta ayni park alanina yönelen birden fazla araç olmasi durumunda söz konusu park alanina yönelen sürücülere uyari verilmesinden bahsedilmemektedir. Chinese patent number CN111223196A, which is in the state of the art The vehicle parking assistance system is mentioned in the document. The patent in question The invention that is the subject of the document includes a mobile terminal application and a parking area It describes a smart parking space method based on locking. smart parking area According to the method, a central processing unit, a mobile terminal, a navigation system, a timed charging system and a parking space lock. communication is established so that a mobile terminal user can find an empty parking space We can help you reserve it remotely, so you can book it at night, in the rain. On days when the vehicle wants to park but there is traffic jam, parking space Vehicle owner saves parking time in environments where it is difficult to find can. Secondly, during the process of the vehicle owner going to the parking area, To prevent the space from being occupied, the user must use the vacant parking space in advance. It allows the vehicle owner to park without any problems and Meanwhile, the user is prevented from going to the parking area. However, in this invention If there is more than one vehicle heading to the same parking area, the parking lot in question There is no mention of giving warnings to drivers heading into the area.

Bulusun Kisa Açiklamasi Bu bulusun amaci araçta bulunan çesitli algilayicilardan toplanan verilerinin analiz edilmesiyle sürücünün yorgunluk ve duygu durum seviyesinin tespit edilmesini, sürücünün kendi olusturdugu müzik listelerinin tempo, tonalite, perde yüksekligi, ses araliklari biçimindeki parametrelere göre yapay zekali algoritmalarla analiz edilerek sürücünün yorgunluk ve duygu durum verilerine göre söz konusu müzik listesinin sinirlandirilmasini saglayan, sürücünün tespit edilen yorgunluk ve duygu durumuna göre müzik servisi üzerinde ilgili sürücünün duygu durumuna göre uyarlanan müzik listelerinin olusturulmasini saglayan, kisisellestirilen müzik içeriklerinin siniIlandirilarak sürüs güvenliginin artirilmasini saglayan bir sistem gerçeklestirmektir. Brief Description of the Invention The purpose of this invention is to analyze the data collected from various sensors in the vehicle. Determining the driver's fatigue and emotional state level by tempo, tonality, pitch height, analysis with artificial intelligence algorithms according to parameters in the form of sound intervals The music in question is selected according to the driver's fatigue and emotional state data. The driver's detected fatigue and emotional state, which allows the list to be limited. depending on the emotional state of the relevant driver on the music service. personalized music that allows the creation of customized music playlists A system that increases driving safety by classifying its contents is to realize.

Bulusun Ayrintili Açiklamasi Bu bulusun amacina ulasmak için gerçeklestirilen “Kisisellestirilen Müzik Içeriklerinin SiniIlandirilarak Sürüs Güvenliginin Artirilmasini Saglayan Bir Sistem” sekille gösterilmis olup, bu sekil; Sekil-l Bulus konusu kisisellestirilen müzik içeriklerinin siniIlandirilarak sürüs güvenliginin artirilmasini saglayan bir sistemin sematik görünüsüdür. Detailed Description of the Invention "Personalized Music" was carried out to achieve the purpose of this invention. A System That Increases Driving Safety by Classifying Its Contents "System" is shown in the figure; Figure-1 The subject of the invention is the classification of personalized musical contents and the driving experience. It is a schematic view of a system that ensures increased security.

Sekilde yer alan parçalar tek tek numaralandirilmis olup, bu numaralarin karsiliklari asagida verilmistir. 1 . Sistem 2. Eglence cihazi 3. Sensör 4. Kamera . Uygulama 6. Sunucu Olusturulan ve araç içinde çalinan müzik listelerinin araç içindeki kisilerin ve sürücünün duygu durumlarinin olumlu sekilde etkilenmesini saglayacak sekilde tasarlanmasini saglayan, bulus konusu kisisellestirilen müzik içeriklerinin siniIlandirilarak sürüs güvenliginin artirilmasini saglayan bir sistem (1); -araç içerisine konumlandirilan, üzerinde en azindan bir girdi birimi ile sürücünün müzik içerigi seçmesini saglayan, araçta baglanti kurdugu ses çikis birimleriyle sürücünün seçtigi müzik içerigini oynatmak üzere yapilandirilan en az bir eglence cihazi (2), - araç içerisine konumlandirilan, araç sürücüsünün yorgunluk durumunu ölçmek üzere yapilandirilan en az bir sensör (3), - araç içerisine konumlandirilan, araç sürücüsünün araç kullanma sirasindaki görüntüsünü yakalamak üzere yapilandirilan en az bir kamera (4), - araçtaki eglence cihazinda (2) çalistirilan, en azindan bir müzik serVisiyle baglanti kurarak sürücünün ilgili müzik serVisinde olusturdugu müzik listesini söz konusu eglence cihazi (2) üzerinden sürücüye dinletmek üzere yapilandirilan en az bir uygulama (5) ve - eglence cihaziyla (2), sensörle (3), kamerayla (4) ve uygulamayla (5) baglanti kuran, sensörden (3) iletilen sürücü yorgunluk verisini ve kameradan (4) iletilen sürücü görüntüsünü yapay zeka algoritmasiyla analiz ederek sürücünün anlik yorgunluk durumunu ve duygu durumunu tespit etmek, tespit ettigi ve sürücüye ait olan yorgunluk durumu ve duygu durumu bilgisiyle üzerindeki yapay zeka algoritmasiyla uygulama (5) içinde sürücünün olusturdugu müzik listesinde bulunan müzik içeriklerini tempo, tempo degisimi, perde yüksekligi, ses araligi, sarki sözlerinin uzunlugu seklindeki parametrelere analiz ederek söz konusu müzik listesindeki müzik içeriklerinin sürücünün yorgunluk ve duygu durum seViyesine göre siniIlandirilmasini saglamak, sürücünün duygu durumuyla ve yorgunluk durumuyla eslesen siniIlandirdigi müzik içeriklerinin araçtaki eglence cihazinda (2) çalinmasini saglamak üzere yapilandirilan en az bir sunucu (6) içermektedir. The parts in the figure are numbered one by one, and the corresponding numbers are is given below. one . System 2. Entertainment device 3. Sensor 4. Camera . APPLICATION 6. Server The music lists created and played in the vehicle are not accessible to the people in the vehicle and in a way that ensures that the driver's emotional states are positively affected The subject of the invention, which enables the design of personalized musical contents A system that increases driving safety by classifying vehicles (1); -located inside the vehicle, with at least one input unit on the driver's with the audio output units it connects to in the vehicle, allowing it to select music content. at least one entertainment configured to play driver-selected musical content device (2), - Measures the fatigue status of the vehicle driver, positioned inside the vehicle At least one sensor (3) configured to - positioned inside the vehicle, allowing the driver of the vehicle to monitor the vehicle while driving. At least one camera (4) configured to capture the image - connection with at least one audio service operated on the on-board entertainment device (2) by installing the music list created by the driver in the relevant music service. At least one device configured to be played to the driver via the entertainment device (2). application (5) and - connection with entertainment device (2), sensor (3), camera (4) and app (5) driver fatigue data transmitted from the sensor (3) and the driver fatigue data transmitted from the camera (4) By analyzing the driver image with artificial intelligence algorithm, the driver's instantaneous detecting fatigue and emotional state, detecting the driver's Artificial intelligence on it with its fatigue and emotional state information In the music list created by the driver in the application (5) with its algorithm the found musical contents such as tempo, tempo change, pitch height, sound range, the music in question by analyzing parameters such as the length of the lyrics Music content in the list depends on the driver's fatigue and mood level. To ensure classification according to the driver's emotional state and fatigue Musical contents that are classified as matching the status of the vehicle can be played on the entertainment device in the vehicle (2). It contains at least one server (6) configured to ensure theft.

Bulus konusu sistemde (1) yer alan eglence cihazi (2) araç içerisine konumlandirilan, üzerinde yer alan ekran ile sürücüye araç durumu, hava durumu hakkinda bilgi verilmesini saglamak, üzerinde yer alan girdi birimiyle sürücünün uygulamayi (5) çalistirmasini saglayip uygulama (5) içindeki müzik listesini sürücünün seçmesini saglamak üzere yapilandirilan çoklu ortam cihazi seklindeki elektronik cihazdir. The entertainment device (2) in the system (1) subject to the invention is placed inside the vehicle. The vehicle status and weather information is provided to the driver with the screen located on it. To provide information about the driver's run the application (5) and view the music list in the application (5). in the form of a multimedia device configured to allow the driver to select It is an electronic device.

Bulus konusu sistemde (1) yer alan sensör (3) araç içinde sürücüye yakin bir noktada konumlandirilarak araç kullanan sürücünün yorgunluk durumu verilerini ölçmek, sürücünün yorgunluk durumu verilerini anlik sekilde araçtaki eglence cihazi (2) sayesinde sunucuya (6) iletmek üzere yapilandirilmaktadir. The sensor (3) located in the system (1) of the invention is located in a vehicle close to the driver. Fatigue status data of the driver is positioned at the point measuring the driver's fatigue status data instantly from the entertainment in the vehicle It is configured to transmit to the server (6) via the device (2).

Bulus konusu sistemde (1) yer alan kamera (4) araç içinde konumlandirilarak sürücünün yüz görüntüsünü yakalamak üzere yapilandirilmaktadir. Kamera (4) sürücünün yüz görüntülerini anlik olarak eglence cihazi (2) üzerinden sunucuya (6) göndermek üzere yapilandirilmaktadir. The camera (4) in the system (1) subject to the invention is positioned in the vehicle and It is configured to capture the driver's facial image. Camera (4) The driver's facial images are instantly sent to the server (6) via the entertainment device (2). It is configured to send.

Bulus konusu sistemde (1) yer alan uygulama (5) araçtaki eglence cihazi (2) üzerinde ve/veya sürücünün cep telefonu, tablet, bilgisayar seklindeki akilli cihazi üzerinde çalistirilan, sürücünün en azindan bir müzik listesi olusturmasini saglayip söz konusu müzik listesine ilgili sürücünün istedigi müzik içerigini ekleyebilmesini saglamak üzere yapilandirilmaktadir. The application (5) included in the system (1) that is the subject of the invention is the entertainment device in the vehicle (2). on and/or the driver's smart device such as a mobile phone, tablet or computer. ensure that the drive creates at least one playlist when run on The relevant driver can add the music content he wants to the music list in question. It is configured to provide

Bulus konusu sistemde (1) yer alan sunucu (6) uygulama (5) ile baglanti kurarak araç sürücünün uygulamada (5) olusturdugu ve çok sayida müzik içeriginden olusan en az bir müzik listesine erismek, üzerinde yer alan yapay zeka algoritmalari ile eristigi müzik listesindeki müzik içeriklerini tempo, tempo degisimleri, tonalite, perde yüksekligi, ses araligi, sarki sözlerinin uzunlugu, ton degisme hizi, zamanlama degisimleri seklindeki parametrelere göre analiz edip söz konusu müzik listesindeki müzik içeriklerini duygu durum tiplerine, yorgunluk seviyesine göre siniIlandirmak üzere yapilandirilmaktadir. Sunucu (6) sürücünün uygulamada (5) olusturdugu müzik listesinde bulunan ve siniIlandirilan müzik içeriklerini hizli tempo, küçük tempo degisimleri, majör tonalite, yüksek perde sesleri, genis ses araliklari, kesik ya da kisa sarki sözleri, hizli ton degisimi, küçük zamanlama degisimleri seklideki parametrelere göre en yüksekten en düsüge dogru siralamak üzere yapilandirilmaktadir. Sunucu (6) araçtaki sensörden (2), kameradan (3) iletilen verileri yapay zeka algoritmalariyla analiz ederek sürücün araç kullanma aliskanliklarini üzerindeki veritabaninda depolamak, sürücünün anlik yorgunluk seviyesi ile yolculuk süresi, yol sartlari, mevsim bilgisi, araçtaki yolcu sayisi seklindeki verileri birlestirerek söz konusu uygulamadaki (5) müzik listesinde bulunan yüksek perde, yüksek tempo müzik içeriklerinin eglence cihazinda (2) çalinmasini saglamak üzere yapilandirilmaktadir. Sunucu (6) araçtaki sensörden (2), kameradan (3) iletilen verilerle sürücünün kisa araliklarla yorgunluk belirtisi gösterdigi yolculuklara ait olan yolcugun günün hangi saat diliminde oldugu, yolculuk süresi, mevsim durumu, yol sartlari bilgisi, trafik durumu, araç içindeki gürültü seviyesi biçimindeki degiskenleri sürekli biçimde üzerindeki veritabaninda depolamak, veritabaninda depoladigi söz konusu degiskenleri yapay zeka algoritmalariyla analiz edip depoladigi degiskenlerin sürücü yorgunluguna nasil etki edecegini tahminlemek üzere yapilandirilmaktadir. Sürücü (6) tahminleme islemine uygun olarak uygulama (5) üzerinde sürücünün olusturdugu müzik listesindeki müzik içeriklerini siralamak üzere yapilandirilmaktadir. Sunucu (6) yapay zeka algoritmalariyla tespit ettigi sürücünün duygu durumuna uygun müzik içeriklerini uygulama (3) üzerinden tespit ederek sürücünün duygu durumuna uygun müzik içeriklerinden müzik listesi olusturarak eglence cihazi (2) üzerinden sürücüye öneri sunmak üzere yapilandirilmaktadir. Sunucu (6) araç sürücüsünün kisa süreli yolculuklarinda uygulama (3) ile baglanti kurarak, uygulama (3) içinde bulunan, sürücünün yolcugunu rahat geçirmesini saglayacak olan ve saniyede 45 ila 60 vurusluk tempoya sahip müzik içeriklerini sürücünün olusturdugu müzik listesi içinden bulmak, buldugu söz konusu müzik içeriklerini uygulama (3) içinde siralayip söz konusu siraya göre ilgili müzik içeriklerinin eglence cihazi (2) sayesinde çalinmasini saglamak üzere yapilandirilmaktadir. By connecting to the server (6) application (5) in the system (1) subject to the invention, The vehicle consists of a large number of music content created by the driver in the application (5). accessing at least one music list, the artificial intelligence algorithms on it You can view the music contents in the music list accessed with tempo, tempo changes, tonality, pitch height, vocal range, length of lyrics, speed of tone change, analyze the music in question according to parameters such as timing changes. music content in the list according to mood types and fatigue level. It is structured to classify. Server (6) driver's application (5) You can quickly view the music contents listed and classified in the music list it creates. tempo, minor tempo changes, major tonality, high pitch sounds, wide voice intervals, choppy or short lyrics, rapid tone change, small timing Sorting the changes from highest to lowest according to the parameters in the figure It is structured as follows. The server (6) consists of the sensor (2) in the vehicle, the camera (3) by analyzing the transmitted data with artificial intelligence algorithms Storing the habits of the driver in the database on the driver's momentary fatigue travel time, road conditions, season information, number of passengers in the vehicle in the music list in the application in question (5) by combining the data in the form High pitch, high tempo music contents on the entertainment device (2) It is configured to prevent theft. The server (6) receives information from the sensor in the vehicle. (2) detects signs of fatigue of the driver at short intervals with the data transmitted from the camera (3). What time of day the journey is for the journeys shown, travel time, seasonal conditions, road conditions, traffic conditions, vehicle variables in the form of noise level are constantly stored in the database on to store the variables in question stored in the database by artificial intelligence How do the variables analyzed and stored by its algorithms affect driver fatigue? It is structured to predict the impact it will have. Driver (6) estimation The music created by the driver on the application (5) in accordance with the process It is configured to sort the music content in the playlist. Server (6) Music appropriate to the emotional state of the driver, detected by artificial intelligence algorithms It determines the driver's emotional state by detecting their content via the application (3). via the entertainment device (2) by creating a music list from suitable music content. It is configured to provide suggestions to the driver. Server (6) vehicle driver By connecting to the application (3) during short-term trips, you can use the application (3) 45 seconds per second, which will enable the driver to spend his journey comfortably. driver-generated music content with a tempo of up to 60 beats. to find the music content in the application (3) entertainment device (2) in order of the relevant musical contents in that order. It is configured to ensure theft.

Bulusun sanayiye uygulanmasi Bulus konusu sistemde (l) araçta sürücünün yüz görüntüleri kamera (4) tarafindan yakalanmaktadir. Sürücünün yorgunluk seviyesi araçtaki sensör (3) tarafindan ölçülmektedir. Ayrica araç içindeki eglence cihazinda (2) uygulama (5) çalistirilarak sürücüye kendi olusturdugu müzik listesindeki müzik içerikleri çalinmaktadir. Sunucu (6) üzerindeki yapay zeka algoritmalar ile sensörden (3) ve kameradan (4) iletilen verileri analiz ederek sürücünün duygu durumunu ve yorgunluk seviyesini tespit etmektedir. Sunucu (6) sürücünün yorgunluk durumuna göre uygulama (3) içinde olusturulan müzik listesindeki müzik içeriklerini tempo, tonalite, perde yüksekligi seklindeki parametrelere siniIlandirarak, sürücüye en uygun müzik içeriklerini eglence cihazi (2) üzerinden sürücüye çalinmasini saglamaktadir. Application of the invention to industry In the system (l) subject to the invention, facial images of the driver in the vehicle are recorded by the camera (4). is being caught. The driver's fatigue level is determined by the sensor (3) in the vehicle. is measured. Additionally, there are (2) applications (5) on the entertainment device in the vehicle. By running the drive, the music contents in the music list it has created are transferred to the drive. is being stolen. Artificial intelligence algorithms on the server (6) and sensor (3) and By analyzing the data transmitted from the camera (4), the driver's emotional state and Detects fatigue level. The server (6) depends on the driver's fatigue status. According to the tempo, the music content in the music list created in the application (3), by classifying parameters such as tonality and pitch height, it provides the driver with the most appropriate music contents to be played to the driver via the entertainment device (2). It provides.

Bulus konusu sistem (1) ile araçta bulunan çesitli algilayicilardan toplanan verilerinin analiz edilmesiyle sürücünün yorgunluk ve duygu durum seviyesinin tespit edilmesi, sürücünün kendi olusturdugu müzik listelerinin tempo, tonalite, perde yüksekligi, ses araliklari biçimindeki parametrelere göre yapay zekali algoritmalarla analiz edilerek sürücünün yorgunluk ve duygu durum verilerine göre söz konusu müzik listesinin sinirlandirilmasi, sürücünün tespit edilen yorgunluk ve duygu durumuna göre müzik servisi üzerinde ilgili sürücünün duygu durumuna göre uyarlanan müzik listelerinin olusturulmasi saglanmaktadir. Data collected from various sensors in the vehicle with the system (1) subject to the invention By analyzing the data, the driver's fatigue and mood levels are determined. detection, tempo, tonality, artificial intelligence according to parameters such as pitch height and sound intervals. It is analyzed by algorithms and according to the driver's fatigue and emotional state data. limitation of the music list in question, the driver's detected fatigue and depending on the emotional state of the relevant driver on the music service. Music lists adapted to your needs are created.

Bulus konusu sistem (1) Kisisel Verilerin Korunmasi Kanunu (KVKK) dahilinde faaliyet göstermektedir. Bu sistem (1) kritik kisisel bilgileri içeren müsteri verilerini kullanmamaktadir. The system subject to the invention (1) within the scope of the Personal Data Protection Law (KVKK) Operates. This system (1) stores customer data containing critical personal information. does not use it.

Bulus konusu kisisellestirilen müzik içeriklerinin siniIlandirilarak sürüs güvenliginin artirilmasini saglayan bir sistemin (1) çok çesitli uygulamalarinin gelistirilmesi mümkün olup, bulus burada açiklanan örneklerle sinirlandirilamaZ, esas olarak istemlerde belirtildigi gibidir. The subject of the invention is the classification of personalized musical contents and the driving experience. A wide variety of applications of a system (1) that ensures increased security It is possible to develop the invention, but the invention cannot be limited to the examples explained here. is essentially as stated in the claims.

Claims

STEMS

l. Ensuring that the music lists created and played in the vehicle are designed in a way that will positively affect the emotional states of the people in the vehicle and the driver; -contains at least one entertainment device (2) positioned inside the vehicle, which enables the driver to select music content with at least one input unit on it, and configured to play the music content selected by the driver with the audio output units connected to the vehicle, -located inside the vehicle, which detects the fatigue status of the vehicle driver - at least one sensor (3) configured to measure, - at least one camera (4) positioned inside the vehicle, configured to capture the image of the vehicle driver while driving, - operated on the entertainment device (2) in the vehicle, by connecting to at least one music service, the driver's At least one application (5) configured to play the music list created in the relevant music service to the driver via the entertainment device (2) in question, and - establishing a connection with the entertainment device (2), sensor (3), camera (4) and application (5), To detect the instant fatigue state and emotional state of the driver by analyzing the driver fatigue data transmitted from the sensor (3) and the driver image transmitted from the camera (4) with the artificial intelligence algorithm, and to apply the fatigue state and emotional state information of the driver with the artificial intelligence algorithm on it (5). ) to analyze the music contents in the music list created by the driver according to the parameters such as tempo, tempo change, pitch height, voice range, length of the lyrics, and to ensure that the music contents in the music list in question are classified according to the driver's fatigue and mood level, A system (1) that provides increased driving safety by classifying personalized musical contents, characterized by at least one server (6) configured to enable the classified musical contents to be played on the entertainment device (2) in the vehicle.

2. It is a multimedia device positioned inside the vehicle, configured to provide information to the driver about the vehicle status and weather conditions with the screen on it, and to enable the driver to run the application (5) with the input unit on it and to enable the driver to select the music list in the application (5). A system (1) that provides increased driving safety by classifying personalized musical contents as in Claim 1, characterized by the entertainment device (2), which is an electronic device.

3. Personalized like Claim 1 or Zadeki, characterized by the sensor (3) configured to measure the fatigue status data of the driver who is driving by positioning it at a point close to the driver in the vehicle, and to instantly transmit the driver's fatigue status data to the server (6) thanks to the entertainment device (2) in the vehicle. A system that increases driving safety by classifying musical content (1).

4. A system (1) that provides increased driving safety by classifying personalized musical content as in any of the above claims, characterized by a camera (4) positioned inside the vehicle and configured to capture the driver's facial image.

5. A system (1) that provides increased driving safety by classifying personalized musical content as in any of the above claims, characterized by the camera (4) configured to instantly send the driver's facial images to the server (6) via the entertainment device (2).

6. An application (5) that is run on the entertainment device (2) in the vehicle and/or on the driver's smart device such as a mobile phone, tablet or computer, configured to enable the driver to create at least a music list and to enable the relevant driver to add the music content he/she wishes to the said music list. A system that provides increased driving safety by classifying personalized musical contents as in any of the above claims, characterized by (1).

7. By connecting to the application (5), accessing at least one music list created by the vehicle driver in the application (5) and consisting of a large number of musical contents, and the music contents in the music list accessed by the artificial intelligence algorithms on it, such as tempo, tempo changes, tonality, pitch height. Personalized musical contents as in any of the above claims, characterized by the server (6) configured to analyze the musical contents in the said music list according to the parameters such as voice range, length of lyrics, tone change speed, timing changes and classify the musical contents in the said music list according to mood types and fatigue level. It is a system that increases driving safety by classifying

8. The music contents in the music list created by the driver in the application (5) and classified according to the following parameters: fast tempo, small tempo changes, major tonality, high pitch sounds, wide vocal ranges, choppy or short lyrics, fast tone change, small timing changes. It is a device that provides increased driving safety by classifying personalized musical contents as in any of the above claims, characterized by the server (6) configured to sort from highest to lowest.

9. Analyzing the data transmitted from the sensor (2) and camera (3) in the vehicle with artificial intelligence algorithms and storing the driver's driving habits in the database on it, combining the driver's instantaneous fatigue level with the data such as travel time, road conditions, seasonal information, number of passengers in the vehicle, and the application in question. (5) A system (1) that provides increased driving safety by classifying personalized musical contents as in any of the above claims, characterized by the server (6) configured to ensure that high pitch, high tempo musical contents in the music list are played on the entertainment device (2).

10. With the data transmitted from the sensor (2) and the camera (3) in the vehicle, variables such as the time of day of the journey, travel duration, seasonal status, road conditions information, traffic status, and noise level in the vehicle, which belong to the trips where the driver shows signs of fatigue at short intervals, are continuously recorded. A system (l) that provides increased driving safety by classifying personalized music content as in any of the above claims, characterized by a server (6) configured to store the variables in the database in a format, analyze the variables stored in the database with artificial intelligence algorithms and predict how the stored variables will affect driver fatigue. .

11. A system that provides increased driving safety by classifying personalized music contents as in Claim 10, characterized by the server (6) configured to sort the music contents in the music list created by the driver on the application (5) in accordance with the prediction process.

12. Any of the above claims are characterized by the server (6) configured to present suggestions to the driver via the entertainment device (2) by creating a music list from the musical contents appropriate to the driver's emotional state by detecting the musical contents appropriate to the driver's emotional state via the application (3) determined by artificial intelligence algorithms. A system that increases driving safety by classifying personalized musical content such as

13. By connecting to the application (3) during short-term trips of the vehicle driver, finding the music contents in the application (3), which will enable the driver to spend his journey comfortably and having a tempo of 45 to 60 beats per second, from the music list created by the driver, A system (l) that ensures increased driving safety by classifying personalized musical contents as in any of the above claims, characterized by a server (6) configured to sort within the application (3) and ensure that the relevant musical contents are played in that order by the entertainment device (2).