publication

For the most up-to-date publication records, visit the following page:

Conference papers and journals (copied from Mendeley's My Publications) :
  1. B. T. Atmaja and A. Sasou, “Sentiment Analysis and Emotion Recognition from Speech Using Universal Speech Representations,” Sensors, vol. 22, no. 17, p. 6369, Aug. 2022, doi: 10.3390/s22176369.
  2. B. T. Atmaja, Zanjabila, and A. Sasou, “Jointly Predicting Emotion, Age, and Country Using Pre-Trained Acoustic Embedding,” ACII Workshop and Demos, Nara, Jul. 2022.
  3. B. T. Atmaja, A. Sasou, and M. Akagi, “Survey on bimodal speech emotion recognition from acoustic and linguistic information fusion,” Speech Commun., vol. 140, pp. 11–28, May 2022, doi: 10.1016/j.specom.2022.03.002.
  4. B. T. Atmaja and A. Sasou, “Effects of Data Augmentations on Speech Emotion Recognition,” Sensors, vol. 22, no. 16, p. 5941, Aug. 2022, doi: 10.3390/s22165941.
  5. B. T. Atmaja, A. Sasou, and M. Akagi, “Speech Emotion and Naturalness Recognitions With Multitask and Single-Task Learnings,” IEEE Access, vol. 10, pp. 72381–72387, 2022, doi: 10.1109/ACCESS.2022.3189481.
  6. B. T. Atmaja and M. Akagi, “Two-stage dimensional emotion recognition by fusing predictions of acoustic and text networks using SVM,” Speech Commun., vol. 126, pp. 9–21, Feb. 2021, doi: 10.1016/j.specom.2020.11.003.
  7. B. T. Atmaja and D. Arifianto, “A comparative study of sound sources separation by independent component analysis and binaural model,” J. Phys. Conf. Ser., vol. 1896, p. 12002, 2021, doi: 10.1088/1742-6596/1896/1/012002.
  8. B. T. Atmaja, A. Sasou, and M. Akagi, “Automatic Naturalness Recognition from Acted Speech Using Neural Networks,” in APSIPA Annual Summit and Conference, 2021, pp. 731–736.
  9. B. T. Atmaja and A. Sasou, “Effect of different splitting criteria on the performance of speech emotion recognition,” in TENCON 2021 - 2021 IEEE Region 10 Conference (TENCON), Dec. 2021, pp. 760–764, doi: 10.1109/TENCON54134.2021.9707265.
  10. B. T. Atmaja, “Dimensional Speech Emotion Recognition by Fusing Acoustic and Linguistic Information,” Japan Advanced Institute of Science and Technology, 2021.
  11. B. T. Atmaja and M. Akagi, “Evaluation of error- and correlation-based loss functions for multitask learning dimensional speech emotion recognition,” J. Phys. Conf. Ser., vol. 1896, no. 1, p. 012004, Apr. 2021, doi: 10.1088/1742-6596/1896/1/012004.
  12. R. Elbarougy, B. T. Atmaja, and M. Akagi, “Continuous Audiovisual Emotion Recognition Using Feature Selection and LSTM,” J. Signal Process., vol. 24, no. 6, pp. 229–235, Nov. 2020, doi: 10.2299/jsp.24.229.
  13. B. T. Atmaja and M. Akagi, “Dimensional speech emotion recognition from speech features and word embeddings by using multitask learning,” APSIPA Trans. Signal Inf. Process., vol. 9, no. May, p. e17, May 2020, doi: 10.1017/ATSIP.2020.14.
  14. B. T. Atmaja and M. Akagi, “Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition,” in 2020 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2020 - Proceedings, 2020, pp. 325–331.
  15. B. T. Atmaja and M. Akagi, “On The Differences Between Song and Speech Emotion Recognition: Effect of Feature Sets, Feature Types, and Classifiers,” in 2020 IEEE REGION 10 CONFERENCE (TENCON), Nov. 2020, pp. 968–972, doi: 10.1109/TENCON50793.2020.9293852.
  16. B. T. Atmaja and M. Akagi, “Improving Valence Prediction in Dimensional Speech Emotion Recognition Using Linguistic Information,” in Proceedings of 2020 23rd Conference of the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2020, Nov. 2020, pp. 166–171, doi: 10.1109/O-COCOSDA50338.2020.9295032.
  17. B. T. Atmaja and M. Akagi, “Multitask Learning and Multistage Fusion for Dimensional Audiovisual Emotion Recognition,” in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, May 2020, vol. 2020-May, pp. 4482–4486, doi: 10.1109/ICASSP40776.2020.9052916.
  18. B. T. Atmaja and M. Akagi, “The Effect of Silence Feature in Dimensional Speech Emotion Recognition,” in 10th International Conference on Speech Prosody 2020, May 2020, no. May, pp. 26–30, doi: 10.21437/SpeechProsody.2020-6.
  19. B. T. Atmaja, Y. Hamada, and M. Akagi, “Predicting Valence and Arousal by Aggregating Acoustic Features for Acoustic-Linguistic Information Fusion,” in 2020 IEEE REGION 10 CONFERENCE (TENCON), Nov. 2020, pp. 1081–1085, doi: 10.1109/TENCON50793.2020.9293899.
  20. B. T. Atmaja, D. Arifianto, and M. Akagi, “Speech recognition on Indonesian language by using time delay neural network,” ASJ Spring Meet., pp. 1291–1294, 2019.
  21. B. T. Atmaja, K. Shirai, and M. Akagi, “Speech Emotion Recognition Using Speech Feature and Word Embedding,” in 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Nov. 2019, pp. 519–523, doi: 10.1109/APSIPAASC47483.2019.9023098.
  22. B. T. Atmaja, K. Shirai, and M. Akagi, “Deep Learning-based Categorical and Dimensional Emotion Recognition for Written and Spoken Text,” ISST 2019.
  23. B. T. Atmaja and M. Akagi, “Speech Emotion Recognition Based on Speech Segment Using LSTM with Attention Model,” in 2019 IEEE International Conference on Signals and Systems (ICSigSys), Jul. 2019, pp. 40–44, doi: 10.1109/ICSIGSYS.2019.8811080.
  24. B. T. Atmaja, R. Elbarougy, and M. Akagi, “RNN-based Dimensional Speech Emotion Recognition,” in ASJ Autumn Meeting, 2019, pp. 743–744.
  25. R. Y. Lestari et al., “Tingkat redaman suara papan komposit dari tandan kosong kelapa sawit dan serbuk kayu akasia,” Pros. Semin. Nas. Teknol. dan Inov. Ind. Tahun, pp. 31–38, 2018.
  26. R. Elbarougy, B. T. Atmaja, and M. Akagi, “Continuous Tracking of Emotional State from Speech Based on Emotion Unit,” ASJ Autumn Meet., vol. 1, no. 1, pp. 1231–1234, 2018.
  27. D. Arifianto, W. Wirawan, B. T. Atmaja, T. Dhanardhono, and S. A. Rahman, “Azimuth Tracking of Underwater Moving Sound Source Based on Time Delay Estimation Using Hydrophone Array,” in Procedia Engineering, 2017, vol. 170, doi: 10.1016/j.proeng.2017.03.039.
  28. B. T. Atmaja, M. F. Puabdillah, M. N. Farid, and W. A. Asmoro, “Prediction and simulation of internal train noise resulted by different speed and air conditioning unit,” J. Phys. Conf. Ser., vol. 776, no. 1, 2016, doi: 10.1088/1742-6596/776/1/012072.
  29. B. T. Atmaja and D. Arifianto, “Signal Enhancement by Single Channel Source Separation,” IPTEK J. Proc. Ser., vol. 1, no. 2, pp. 2--3, 2016.
  30. B. T. Atmaja, M. N. Farid, and D. Arifianto, “Speech enhancement on smartphone voice recording,” J. Phys. Conf. Ser., vol. 776, 2016, doi: 10.1088/1742-6596/776/1/012072.
  31. B. Tris Atmaja and D. Arifianto, “Pemisahan Sumber Suara Tercampur Berdasarkan Penelusuran Frekuensi Dasar Pada Sinyal Wicara dan Musik,” 2014, [Online]. Available: https://drive.google.com/file/d/0B2cAmw9oV5cuTVkwa18yQ194Nnc/view?usp=sharing.
  32. B. T. Atmaja, D. Arifianto, Y. Chisaki, and T. Usagawa, “Signal Enhancement by Using Sound Separation Methods Based On Binaural Inputs,” in Basic Science, 2012, vol. 1, no. 3.
  33. B. T. Atmaja, “On Source Signal Segregation Based On Binaural Inputs,” Institut Teknologi Sepuluh Nopember, 2012 (Master Thesis).
  34. B. Putra, B. T. Atmaja, and S. Hidayat, “Fusion of artificial neural network and fuzzy system for short term weather forecasting,” Int. J. Inf. Commun. Technol., vol. 4, no. 2–4, pp. 210–226, 2012, [Online]. Available: https://www.inderscienceonline.com/doi/abs/10.1504/IJICT.2012.048765.
  35. B. Putra, B. T. Atmaja, and S. Hidayat, “Short Term Weather Forecasting Using Fusion of Fuzzy-Artificial Neural Network,” in International Conference on Informatics for Development, 2011, vol. 2011, no. Icid, pp. 48–53.
  36. B. Putra, B. T. Atmaja, and D. Prananto, “Prototyping of Quranic Verse Recitation Learning Software Using Speech Recognition Techniques Based on Cepstral Feature,” in International Conference on Informatics for Development, 2011, vol. 2011, no. Icid, pp. 82–87.
  37. B. T. Atmaja, D. Arifianto, T. Usagawa, Y. Chisaki, and T. Usagawa, “On Performance of Two-Sensor Sound Separation Methods Including Binaural Processors,” in ASJ Kyushu Meeting, 2011, vol. 8555, no. 1, pp. 2–5.
  38. B. T. Atmaja, D. Arifianto, and A. S. Aisyah, “Pemisahan Banyak Sumber Suara Mesin Menggunakan Analisis Komponen Independen (ICA) Untuk Deteksi Kerusakan,” J. Ilmu Komput. Dan Inf., vol. 3, no. 1, pp. 9–14, Feb. 2010, [Online]. Available: http://jiki.cs.ui.ac.id/index.php/jiki/article/view/139/67.
  39. B. T. Atmaja, B. Putra, and D. Prananto, “Developing Quranic Verse Recitation Learning Software Based On Speech Recognition Techniques,” 2010.
  40. B. T. Atmaja, “Integrasi Al-Quran dan Sains Untuk Memodelkan Ulang Konsep Perputaran Bumi dan Matahari.” 2009.
  41. B. T. Atmaja and D. Arifianto, “Blind Sound Separation Using Frequency-Domain And Time-Domain Independent Component Analysis For Machines Fault Detection.,” in Proceeding of The International Conference on Advanced Computing and Information System (ICACSIS), 2009, pp. 259–263.
  42. B. Putra and B. T. Atmaja, “Integrasi Sistem Fuzzy-JST Untuk Prakiraan Cuaca Jangka Pendek (Studi Kasus di Surabaya),” Surabaya, 2009.
  43. B. T. Atmaja and D. Arifianto, “Machinery Fault Diagnosis Using Independent Component Analyis and Instantaneous Frequency,” 2009, doi: 10.1109/ICICI-BME.2009.5417257.
  44. B. T. Atmaja, “Pemisahan Banyak Sumber Suara Mesin Dari Microphone Array Dengan Metode Independent Component Analysis (ICA) Untuk Deteksi Kerusakan,” Institut Teknologi Sepuluh Nopember, 2009.
  45. Y. Pramudya and B. T. Atmaja, “Riset Temperatur Rendah di Indonesia, Peluang dan Tantangannya,” in Indonesian Youth Conference in USA, 2009, pp. 1–3.

Awards
  • Finalis Lomba Karya Tulis Ilmiah (LKTI) Tingkat SMU Se-Jatim 2004, Jurusan Teknik Pertanian, Fakultas Teknologi Pertanian, Universitas Brawijaya.
  • Juara I Lomba Karya Tulis Ilmiah (LKTI) Tingkat SLTA 2004 Se-Kabupaten Jombang, Universitas Pesantren Tinggi Darul ‘Ulum (UNIPDU).
  • Delegasi ITS pada Cabang Karya Tulis Ilmiah, MTQ Mahasiswa X 2007, Palembang-Indonesia. PDF
  • Funded by Directorate of Higher Education, Ministry of Education for Student Creativity Progam on Technology (PKM-T 2007).
  • Funded by Directorate of Higher Education, Ministry of Education for Student Creativity Progam on Research (PKM-P 2008)
  • Juara II Kompetisi Karya Tulis Al-Quran (KKTA) PIMNAS XXII 2009, Universitas Brawijaya. PDF
  • Juara II, Smartware Contest, Pagelaran Mahasiswa Tingkat Nasional Bidang Teknologi Informasi dan Komunikasi ke-2 Tahun 2009 (geMasTIK- II 2009), Bandung-Indonesia. 
  • Juara III, Application Contest, Pagelaran Mahasiswa Tingkat Nasional Bidang Teknologi Informasi dan Komunikasi ke-2 Tahun 2009 (geMasTIK-II 2009), Bandung-Indonesia. 
  • Finalis Essay Pagelaran Mahasiswa Tingkat Nasional Bidang Teknologi Informasi dan Komunikasi ke-2 Tahun 2009 (geMasTIK-II 2009) Bandung-Indonesia. 
  • Nominator (12 besar) Lomba Karya Tulis Ilmiah 2010, Balitbangdiklat, Kementrian Agama Republik Indonesia. PDF
  • Juara Harapan II, Lomba essay Tingkat Nasional, SKI Fakultas Kedokteran (FK) UNS 2010. PDF
  • Penerima Jasso Scholarship 2011 sebagai Research Student di Human Interface Cyber Communication Laboratory (Usagawa-Chisaki Lab), Kumamoto University 
  • Favorit 1 pada Kontes Blog Muslim 2013 
  • Terfavorit 4 pada Kontes Blog Muslim II 2014
  • Juara 1 Regional 5 Surabaya, Lomba Transport 2017, Kementrian Perhubungan
  • MEXT Scholarship grantee at JAIST Hokuriku, 2017-2021
  • NEC C&C Foundation Grantee 2019
  • JAIST Research Grants Grantee 2019
  • Best (student) paper award, OCOCOSDA 2020
  • Best paper and presentation award, ANV 2020
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