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Journal : CogITo Smart Journal

Pengenalan Pola Emosi Manusia Berdasarkan Ucapan Menggunakan Ekstraksi Fitur Mel-Frequency Cepstral Coefficients (MFCC) Siti Helmiyah; Abdul Fadlil; Anton Yudhana
CogITo Smart Journal Vol 4, No 2 (2018): CogITo Smart Journal
Publisher : Fakultas Ilmu Komputer, Universitas Klabat

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (586.366 KB) | DOI: 10.31154/cogito.v4i2.129.372-381

Abstract

Human emotion recognition subject becomes important due to it's usability in daily lifestyle which requires human and computer interraction. Human emotion recognition is a complex problem due to the difference within custom tradition and specific dialect which exists on different ethnic, region and community. This problem also exacerbated due to objectivity assessment for the emotion is difficult since emotion happens unconsciously. This research conducts an experiment to discover pattern of emotion based on feature extracted from speech. Method used for feature extraction on this experiment is Mel-Frequency Cepstral Coefficient (MFCC) which is a method that similar to the human hearing system. Dataset used on this experiment is Berlin Database of Emotional Speech (Emo-DB). Emotions that are used for this experiments are happiness, boredom, neutral, sad and anger.  For each of these emotion, 3 samples from Emo-DB are taken as experimental subject. The emotion patterns are successfully visible using specific values for MFCC parameters such as 25 for frame duration, 10 for frame shift, 0.97 for preemphasis coefficient, 20 for filterbank channel and 12 for ceptral coefficients. MFCC features are then extracted and calculated to find mean values from these parameters. These mean values are then plotted based on timeframe graph to be investigated to find the specific pattern which appears from each emotion. Keywords— Emotion, Speech, Mel-Frequency Cepstral Coefficients (MFCC).
Co-Authors Aang Anwarudin Abd. Rasyid Syamsuri Abdul Djalil Djayali Abdul Fadil Abdul Fadil Abdul Fadil Abdul Fadlil Abdul Fadlil Abdullah Hanif Ade Firli Ansyori Adi Permadi Agus Jaka Sri Hartanta Ahmad Azhar Kadim Ahmad Fajar Sidiq Ahmad Ikrom Ahmad Ikrom Ahmad Syahril Mohd Nawi ahmadi, ahwan Ahmadi, Ahwan Akhwandi, Dasef Alameka, Faza Alameka, Faza Aldi Bastiatul Fawait Fawait Alfian Ma’arif Alin Khaliduzzaman Alwas Muis Andhy Sulistyo Andiko Putro Suryotomo Andri Pranolo Anggara Ibnu Sidharta Anggi Rizky Windra Putri Anshori, Ikhwan Anton Satria Prabuwono Anwar Siswanto Ari Peryanto Ari Peryanto Arief Setyo Nugroho Asno Azzawagama Firdaus Asno Azzawagama Firdaus Asra Akrima Aznar Abdillah, Muhamad Azrul Mahfurdz Balza Achmad Belly Apriansyah Bintang, Rauhulloh Noor budi putra Choirul Fajri Darso, Muhammad Daryono Daryono Dasef Akhwandi Deni Murdiani Denny Yoga Pratama Didi Siprian djohar, fahrizal Dwi Susanto Dwi Susanto Dwi Susanto Dzakarasma Tazakka Ma’arij Eka Rahmat B Eko Prianto Eko Prianto Fadlil, Abdul Fadlillah Mukti Ayudewi Fahrizal Djohar Fahrizal Djohar Fathoni, Listya Febri Faza Alameka Faza Alameka Febryansah, M. Iqbal Firdausy, Kartika Fitrah Juliansyah Fitri Anggraini Fitriyanto, Rachmad Frandika Septa Furizal Furizal Furizal Furizal Furizal, Furizal Galih Pramuja Inngam Fanani Habsah Hasan Hartanta, Agus Jaka Sri Herman Herman Herman Herman Herman Hermansa Hermansa H Herwindo Rahadian Hidayat, Lalu Amam Hikmatyar Insani Himawan I Azmi Igo Putra Pratama Iif Alfiatul Mukaromah Ikhsan Sugianto Ikhsan Zuhriyanto Ikhsan Zuhriyanto Ikhsan Zuhriyanto Ikhwan Anshori Ikrom, Ahmad Imam Riadi Imam Riadi Imam Riadi Imam Riadi Imam Riadi Imam Riadi Imam Riadi Imam Riadi Imam Riadi Ivan Triyatno Jafri Din Jaka Dernata Jaka Dernata Jaka Kalbuadi, Dimas Baskoro Kartika Firdausy Kartika Firdausy Kartika Firdausy Kaspul Anwar Kawarul Hawari Ghazali Kgs Muhammad Rizky Alditra Utama Kgs Muhammad Rizky Alditra Utama Kharis Hudaiby Hanif Kiagus Muhammad Rizky Aditra Utama Listya Febri Fathoni Liya Yusrina Sabila Luh Putu Ratna Sundari Lutfatul Kholifah M Rosyidi Djou M Rosyidi Djou M. Rosyidi Djou Mahsun Mahsun Mardi Sugama Mawadati, Siti Miftahuddin Fahmi Miftahus Surur, Miftahus Miko Wardani Mitra Adhimukti Muchamad Kurniawan Muchlas, Muchlas Mudinillah, Adam Muflih, Ghufron Zaida Muh. Fadli Hasa Muhamad Caesar Febriansyah Putra, Muhamad Caesar Febriansyah Muhamad Fahrul Reza Muhamad Rosidin Muhammad Aris Fajar Ilmawan Muhammad Darso Muhammad Irfan Pure Muhammad Kunta Biddinika Muhammad Kunta Biddinika Muhammad Miftahul Amri Muhammad Noor Fadillah Muhammad Noor Fadillah Muhammad Nur Faiz Muhammad Nur Faiz Muhammad Rizki Setyawan Muhammad Sabiq Dzakwan Muhammad Sabiq Dzakwan Muhammad, Khairul Mukaromah, Iif Alfiatul Mushab Al Barra Mushlihudin Mushlihudin Mushlihudin Mushlihudin Mushlihudin, Mushlihudin Mushlihudin, Mushlihudin Nathalie Japkowicz Nurina Umy Habibah Nuryono Satya Widodo Ockhy Jey Fhiter Wassalam Phisca Aditya Rosyady Pratama, Denny Yoga prayudi, Andi Prianto, Eko Priyatno Priyatno Putra, Aji Surya Kurniawan Putra, Marta Dwi Darma Rachmad Fitriyanto Rachmad Very Ananda Saputra Rafal Drezewski Raja Bidin Raja Hassan Rani Rotul Muhima Rauhulloh Ayatulloh Khomeini Noor Bintang Renangga Yudianto Resmi Aini Retnosyari Septiyani Reza, Muhamad Fahrul Rezki Ramdhani Riski Prasongko Yudhi Prasongko Riski Yudhi Prasongko Riski Yudhi Prasongko Rizky Andhika Surya Rosad, Safiq Rusdi Umar Rusydi Umar Rusydi Umar Rusydi Umar Rusydi Umar Sabarudin Saputra Saberi Mawi Safiq Rosad Saifullah, Shoffan Samadri Samadri saputro, tahap Sarjimin Sarjimin Sarjimin Sarjimin Satriya Dwi Putra Satriya Dwi Putra Sefindra Purnama Seno Aji Putra Septa, Frandika Septiyawan Rosetya Wardhana Setiawan Ardi Wijaya Sharipah Salwa Mohamed Sidharta, Anggara Ibnu Sigit Wijaya Siswaya Siswaya Siswaya, Siswaya Siti Helmiyah Siti Helmiyah Siti Helmiyah Son Ali Akbar sri suharti Sri Suharti Sulistyo, Andhy Sunardi - Sunardi Sunardi sunardi sunardi Sunardi, Sunardi Suwanti Suwanti Syahrani Lonang Syaiful Amrial Khoir Syed Abdullah Syinta Brata Tarisno Amijoyo Tiara Widyakunthaningrum Tole Sutikno Tugiman Tugiman Tuska Abe Umar, Rusydi Ummi Syafiqoh Ummi Syafiqoh W, Yunanri Wahidah Mahanani Rahayu Wahyu Prawoto Wahyu Sapto Aji Wardani, Miko Wicaksono Yuli Sulistyo Wicaksono Yuli Sulistyo Wilis Kaswijanti Yofita Sandra, S.Pd., M.Pd., Zico Farlin, Dr. Budiwirman, M.Pd., Yusril Rumagia Zeehaida Mohamed