{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:12:49Z","timestamp":1750219969690,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":24,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,9,6]],"date-time":"2022-09-06T00:00:00Z","timestamp":1662422400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,9,6]]},"DOI":"10.1145\/3561212.3561244","type":"proceedings-article","created":{"date-parts":[[2022,10,10]],"date-time":"2022-10-10T17:23:19Z","timestamp":1665422599000},"page":"92-95","source":"Crossref","is-referenced-by-count":3,"title":["What Did I Just Hear? Detecting Pornographic Sounds in Adult Videos Using Neural Networks"],"prefix":"10.1145","author":[{"given":"Holy","family":"Lovenia","sequence":"first","affiliation":[{"name":"Prosa.ai, Indonesia"}]},{"given":"Dessi Puji","family":"Lestari","sequence":"additional","affiliation":[{"name":"Bandung Institute of Technology, Indonesia and Prosa.ai, Indonesia"}]},{"given":"Rita","family":"Frieske","sequence":"additional","affiliation":[{"name":"Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong"}]}],"member":"320","published-online":{"date-parts":[[2022,10,10]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2012.09.007"},{"key":"e_1_3_2_1_2_1","volume-title":"Acoustic Pornography Recognition Using Fused Pitch and Mel-Frequency Cepstrum Coefficients. In International Conference on Advanced Science, Engineering and Technology.","author":"Banaeeyan R","year":"2019","unstructured":"R Banaeeyan , HA Karim , S Mansour , and J See . 2019 . Acoustic Pornography Recognition Using Fused Pitch and Mel-Frequency Cepstrum Coefficients. In International Conference on Advanced Science, Engineering and Technology. R Banaeeyan, HA Karim, S Mansour, and J See. 2019. Acoustic Pornography Recognition Using Fused Pitch and Mel-Frequency Cepstrum Coefficients. In International Conference on Advanced Science, Engineering and Technology."},{"key":"e_1_3_2_1_3_1","volume-title":"Automatic detection of cow\u2019s oestrus in audio surveillance system. Asian-Australasian journal of animal sciences 26, 7","author":"Chung Y","year":"2013","unstructured":"Y Chung , J Lee , S Oh , D Park , HH Chang , and S Kim . 2013. Automatic detection of cow\u2019s oestrus in audio surveillance system. Asian-Australasian journal of animal sciences 26, 7 ( 2013 ), 1030. Y Chung, J Lee, S Oh, D Park, HH Chang, and S Kim. 2013. Automatic detection of cow\u2019s oestrus in audio surveillance system. Asian-Australasian journal of animal sciences 26, 7 (2013), 1030."},{"volume-title":"Indonesia Expressive Text to Speech System based on Global Style Token and Tacotron 2. In 2021 8th IEEE ICAICTA. 1\u20136. https:\/\/doi.org\/10.1109\/ICAICTA53211.2021.9640266","author":"Dhiaulhaq Moch\u00a0Azhar","key":"e_1_3_2_1_4_1","unstructured":"Moch\u00a0Azhar Dhiaulhaq , Rizki\u00a0Rivai Ginanjar , Holy Lovenia , and Dessi\u00a0Puji Lestari . 2021. Indonesia Expressive Text to Speech System based on Global Style Token and Tacotron 2. In 2021 8th IEEE ICAICTA. 1\u20136. https:\/\/doi.org\/10.1109\/ICAICTA53211.2021.9640266 Moch\u00a0Azhar Dhiaulhaq, Rizki\u00a0Rivai Ginanjar, Holy Lovenia, and Dessi\u00a0Puji Lestari. 2021. Indonesia Expressive Text to Speech System based on Global Style Token and Tacotron 2. In 2021 8th IEEE ICAICTA. 1\u20136. https:\/\/doi.org\/10.1109\/ICAICTA53211.2021.9640266"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph16101861"},{"key":"e_1_3_2_1_6_1","volume-title":"PornNet: A Unified Deep Architecture for Pornographic Video Recognition. Applied Sciences 11, 7","author":"Fu Zhikang","year":"2021","unstructured":"Zhikang Fu , Jun Li , Guoqing Chen , Tianbao Yu , and Tiansheng Deng . 2021. PornNet: A Unified Deep Architecture for Pornographic Video Recognition. Applied Sciences 11, 7 ( 2021 ). https:\/\/doi.org\/10.3390\/app11073066 Zhikang Fu, Jun Li, Guoqing Chen, Tianbao Yu, and Tiansheng Deng. 2021. PornNet: A Unified Deep Architecture for Pornographic Video Recognition. Applied Sciences 11, 7 (2021). https:\/\/doi.org\/10.3390\/app11073066"},{"volume-title":"CNN architectures for large-scale audio classification. In 2017 IEEE ICASSP","author":"Hershey S","key":"e_1_3_2_1_7_1","unstructured":"S Hershey , S Chaudhuri , DPW Ellis , JF Gemmeke , 2017. CNN architectures for large-scale audio classification. In 2017 IEEE ICASSP . IEEE , 131\u2013135. S Hershey, S Chaudhuri, DPW Ellis, JF Gemmeke, 2017. CNN architectures for large-scale audio classification. In 2017 IEEE ICASSP. IEEE, 131\u2013135."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.pedhc.2019.10.001"},{"volume-title":"10th","author":"Karamizadeh Sasan","key":"e_1_3_2_1_9_1","unstructured":"Sasan Karamizadeh and Abouzar Arabsorkhi . 2018. Methods of Pornography Detection: Review . In 10th ICCMS. ACM Press , 33\u201338. Sasan Karamizadeh and Abouzar Arabsorkhi. 2018. Methods of Pornography Detection: Review. In 10th ICCMS. ACM Press, 33\u201338."},{"volume-title":"Automatic extraction of pornographic contents using radon transform based audio features. In 2011 IEEE CBMI","author":"Kim MJ","key":"e_1_3_2_1_10_1","unstructured":"MJ Kim and H Kim . 2011. Automatic extraction of pornographic contents using radon transform based audio features. In 2011 IEEE CBMI . IEEE , 205\u2013210. MJ Kim and H Kim. 2011. Automatic extraction of pornographic contents using radon transform based audio features. In 2011 IEEE CBMI. IEEE, 205\u2013210."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"crossref","unstructured":"MJ Kim Y Kim JD Lim and H Kim. 2010. Automatic detection of malicious sound using segmental two-dimensional mel-frequency cepstral coefficients and histograms of oriented gradients. In 2010 ACMMM. ACM 887\u2013890.  MJ Kim Y Kim JD Lim and H Kim. 2010. Automatic detection of malicious sound using segmental two-dimensional mel-frequency cepstral coefficients and histograms of oriented gradients. In 2010 ACMMM. ACM 887\u2013890.","DOI":"10.1145\/1873951.1874104"},{"volume-title":"A comparison of deep learning methods for environmental sound detection. In 2017 ICASSP","author":"Li J","key":"e_1_3_2_1_12_1","unstructured":"J Li , W Dai , F Metze , S Qu , and S Das . 2017. A comparison of deep learning methods for environmental sound detection. In 2017 ICASSP . IEEE , 126\u2013130. J Li, W Dai, F Metze, S Qu, and S Das. 2017. A comparison of deep learning methods for environmental sound detection. In 2017 ICASSP. IEEE, 126\u2013130."},{"key":"e_1_3_2_1_13_1","volume-title":"Automatic classification of x-rated videos using obscene sound analysis based on a repeated curve-like spectrum feature. IJMA 3, 4","author":"Lim JaeDeok","year":"2011","unstructured":"JaeDeok Lim , ByeongCheol Choi , SeungWan Han , and ChoelHoon Lee . 2011. Automatic classification of x-rated videos using obscene sound analysis based on a repeated curve-like spectrum feature. IJMA 3, 4 ( 2011 ). JaeDeok Lim, ByeongCheol Choi, SeungWan Han, and ChoelHoon Lee. 2011. Automatic classification of x-rated videos using obscene sound analysis based on a repeated curve-like spectrum feature. IJMA 3, 4 (2011)."},{"key":"e_1_3_2_1_14_1","volume-title":"Interspeech","author":"Loweimi E","year":"2019","unstructured":"E Loweimi , P Bell , and S Renals . 2019. On Learning Interpretable CNNs with Parametric Modulated Kernel-Based Filters . In Interspeech 2019 . ISCA. E Loweimi, P Bell, and S Renals. 2019. On Learning Interpretable CNNs with Parametric Modulated Kernel-Based Filters. In Interspeech 2019. ISCA."},{"volume-title":"12th","author":"Mitrovic D","key":"e_1_3_2_1_15_1","unstructured":"D Mitrovic , M Zeppelzauer , and C Breiteneder . 2006. Discrimination and retrieval of animal sounds . In 12th IEEE MMM. IEEE , 5. D Mitrovic, M Zeppelzauer, and C Breiteneder. 2006. Discrimination and retrieval of animal sounds. In 12th IEEE MMM. IEEE, 5."},{"volume-title":"Vol.\u00a01","author":"Molau Sirko","key":"e_1_3_2_1_16_1","unstructured":"Sirko Molau , Florian Hilger , and Hermann Ney . 2003. Feature space normalization in adverse acoustic conditions. In 2003 IEEE ICASSP , Vol.\u00a01 . IEEE , I\u2013I. Sirko Molau, Florian Hilger, and Hermann Ney. 2003. Feature space normalization in adverse acoustic conditions. In 2003 IEEE ICASSP, Vol.\u00a01. IEEE, I\u2013I."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.12.017"},{"volume-title":"Pornographic Audios Detection Using MFCC Features and Vector Quantization. In 2010 IEEE ICCIS","author":"Qu Zhiyi","key":"e_1_3_2_1_18_1","unstructured":"Zhiyi Qu , Jing Yu , and Qiang Niu . 2010. Pornographic Audios Detection Using MFCC Features and Vector Quantization. In 2010 IEEE ICCIS . IEEE , 924\u2013927. Zhiyi Qu, Jing Yu, and Qiang Niu. 2010. Pornographic Audios Detection Using MFCC Features and Vector Quantization. In 2010 IEEE ICCIS. IEEE, 924\u2013927."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1177\/0886260516633204"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.3390\/s19071733"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/3469096.3469867"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"crossref","unstructured":"S Tang J Li Y Zhang C Xie M Li Y Liu X Hua Y-T Zheng J Tang and T-S Chua. 2009. Pornprobe: an lda-svm based pornography detection system. In 2009 ACMMM. ACM 1003\u20131004.  S Tang J Li Y Zhang C Xie M Li Y Liu X Hua Y-T Zheng J Tang and T-S Chua. 2009. Pornprobe: an lda-svm based pornography detection system. In 2009 ACMMM. ACM 1003\u20131004.","DOI":"10.1145\/1631272.1631490"},{"volume-title":"Acoustic pornography recognition using recurrent neural network. In 2019 ICSIPA","author":"Wazir ASB","key":"e_1_3_2_1_23_1","unstructured":"ASB Wazir , HA Karim , MHL Abdullah , and S Mansor . 2019. Acoustic pornography recognition using recurrent neural network. In 2019 ICSIPA . IEEE , 144\u2013148. ASB Wazir, HA Karim, MHL Abdullah, and S Mansor. 2019. Acoustic pornography recognition using recurrent neural network. In 2019 ICSIPA. IEEE, 144\u2013148."},{"key":"e_1_3_2_1_24_1","volume-title":"Proceedings of the 13th LREC.","author":"Yu Tiezheng","year":"2022","unstructured":"Tiezheng Yu , Rita Frieske , Peng Xu , Samuel Cahyawijaya , Cheuk T.\u00a0S. Yiu , Holy Lovenia , 2022 . Automatic Speech Recognition Datasets in Cantonese Language: A Survey and a New Dataset . In Proceedings of the 13th LREC. Tiezheng Yu, Rita Frieske, Peng Xu, Samuel Cahyawijaya, Cheuk T.\u00a0S. Yiu, Holy Lovenia, 2022. Automatic Speech Recognition Datasets in Cantonese Language: A Survey and a New Dataset. In Proceedings of the 13th LREC."}],"event":{"name":"AM '22: AudioMostly 2022","acronym":"AM '22","location":"St. P\u00f6lten Austria"},"container-title":["AudioMostly 2022"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3561212.3561244","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3561212.3561244","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T17:49:16Z","timestamp":1750182556000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3561212.3561244"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,9,6]]},"references-count":24,"alternative-id":["10.1145\/3561212.3561244","10.1145\/3561212"],"URL":"https:\/\/doi.org\/10.1145\/3561212.3561244","relation":{},"subject":[],"published":{"date-parts":[[2022,9,6]]}}}