Adjunct Associate Lecturer

Dr Zhaocheng Huang

B.Sc (Eng). Harbin Engineering University, China.

Ph.D. Electrical Engineering, The University of New South Wales (UNSW Sydney), Australia

Engineering
Sch: Electrical Eng & Telecom
Location
School of Electrical Engineering and Telecommunications (Building G17) Room 447

Publications

  • Journal articles | 2021
    Dr Zhaocheng Huang
    Stasak B; Huang Z; Razavi S; Joachim D; Epps J, 2021, 'Automatic Detection of COVID-19 Based on Short-Duration Acoustic Smartphone Speech Analysis', Journal of Healthcare Informatics Research, vol. 5, pp. 201 - 217, http://dx.doi.org/10.1007/s41666-020-00090-4
    Journal articles | 2020
    Dr Zhaocheng Huang
    Huang Z; Epps J, 2020, 'An Investigation of Partition-Based and Phonetically-Aware Acoustic Features for Continuous Emotion Prediction from Speech', IEEE Transactions on Affective Computing, vol. 11, pp. 653 - 668, http://dx.doi.org/10.1109/TAFFC.2018.2821135
    Journal articles | 2020
    Dr Zhaocheng Huang
    Huang Z; Epps J; Joachim D; Sethu V, 2020, 'Natural Language Processing Methods for Acoustic and Landmark Event-Based Features in Speech-Based Depression Detection', IEEE Journal on Selected Topics in Signal Processing, vol. 14, pp. 435 - 448, http://dx.doi.org/10.1109/JSTSP.2019.2949419
    Journal articles | 2019
    Dr Zhaocheng Huang
    Huang Z; Epps J; Joachim D, 2019, 'Investigation of Speech Landmark Patterns for Depression Detection', IEEE Transactions on Affective Computing, http://dx.doi.org/10.1109/TAFFC.2019.2944380
    Journal articles | 2018
    Dr Zhaocheng Huang
    Huang Z; Epps J, 2018, 'Prediction of emotion change from speech', Frontiers in ICT, vol. 5, http://dx.doi.org/10.3389/fict.2018.00011
  • Conference Papers | 2021
    Dr Zhaocheng Huang
    Stasak B; Huang Z; Joachim D; Epps J, 2021, 'Automatic Elicitation Compliance for Short-Duration Speech Based Depression Detection', in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, presented at ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 06 June 2021 - 11 June 2021, http://dx.doi.org/10.1109/icassp39728.2021.9414366
    Conference Papers | 2020
    Dr Zhaocheng Huang
    Huang Z; Epps J; Joachim D; Stasak B; Williamson JR; Quatieri TF, 2020, 'Domain adaptation for enhancing speech-based depression detection in natural environmental conditions using dilated CNNs', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 4561 - 4565, http://dx.doi.org/10.21437/Interspeech.2020-3135
    Conference Papers | 2020
    Dr Zhaocheng Huang
    Jayawardena S; Epps J; Huang Z, 2020, 'How ordinal are your data?', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 1853 - 1857, http://dx.doi.org/10.21437/Interspeech.2020-2030
    Conference Papers | 2020
    Dr Zhaocheng Huang
    Huang Z; Epps J; Joachim D, 2020, 'Exploiting Vocal Tract Coordination Using Dilated CNNS for Depression Detection in Naturalistic Environments', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, IEEE, pp. 6549 - 6553, presented at ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 04 May 2020 - 08 May 2020, http://dx.doi.org/10.1109/ICASSP40776.2020.9054323
    Conference Papers | 2019
    Dr Zhaocheng Huang
    Huang Z; Epps J; Joachim D, 2019, 'Speech Landmark Bigrams for Depression Detection from Naturalistic Smartphone Speech', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 5856 - 5860, http://dx.doi.org/10.1109/ICASSP.2019.8682916
    Conference Papers | 2018
    Dr Zhaocheng Huang
    Huang Z; Epps J; Joachim D; Chen M, 2018, 'Depression detection from short utterances via diverse smartphones in natural environmental conditions', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 3393 - 3397, http://dx.doi.org/10.21437/Interspeech.2018-1743
    Conference Papers | 2017
    Dr Zhaocheng Huang
    Huang Z; Epps J, 2017, 'A PLLR and multi-stage Staircase Regression framework for speech-based emotion prediction', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, New Orleans, LA, USA, pp. 5145 - 5149, presented at 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, LA, USA, 05 March 2017 - 09 March 2017, http://dx.doi.org/10.1109/ICASSP.2017.7953137
    Conference Papers | 2017
    Dr Zhaocheng Huang
    Dang T; Atcheson M; Stasak B; Hayat M; Goecke R; Huang Z; Le P; Epps J; Jayawardena S; Sethu V, 2017, 'Investigating word affect features and fusion of probabilistic predictions incorporating uncertainty in AVEC 2017', in AVEC 2017 - Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge, co-located with MM 2017, Mountain View, California, USA, pp. 27 - 35, presented at 7th Annual Workshop on Audio/Visual Emotion Challenge, Mountain View, California, USA, 23 October 2017 - 23 October 2017, http://dx.doi.org/10.1145/3133944.3133952
    Conference Papers | 2017
    Dr Zhaocheng Huang
    Huang Z; Epps J, 2017, 'An investigation of emotion dynamics and kalman filtering for speech-based emotion prediction', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, Stockholm, Sweden, pp. 3301 - 3305, presented at INTERSPEECH 2017, Stockholm, Sweden, 20 August 2017 - 24 August 2017, http://dx.doi.org/10.21437/Interspeech.2017-1707
    Conference Papers | 2016
    Dr Zhaocheng Huang
    Huang Z; Epps J, 2016, 'Detecting the instant of emotion change from speech using a martingale framework', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 5195 - 5199, http://dx.doi.org/10.1109/ICASSP.2016.7472668
    Conference Papers | 2016
    Dr Zhaocheng Huang
    Huang Z; Stasak B; Dang T; Gamage KW; Le P; Sethu V; Epps J, 2016, 'Staircase regression in OA RVM, data selection and gender dependency in AVEC 2016', in AVEC 2016 - Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, co-located with ACM Multimedia 2016, ASSOC COMPUTING MACHINERY, Amsterdam, NETHERLANDS, pp. 19 - 26, presented at 6th International Workshop on Audio-Visual Emotion Recognition Challenge - Depression, Mood, and Emotion (AVEC), Amsterdam, NETHERLANDS, 16 October 2016 - 16 October 2016, http://dx.doi.org/10.1145/2988257.2988265
    Conference Papers | 2016
    Dr Zhaocheng Huang
    Huang Z; Epps J, 2016, 'Time to Embrace Emotion Change: Selecting Emotionally Salient Segments for Speech-based Emotion Prediction', in Proceedings of 16th Australasian International Conference on Speech Science and Technology, 16th Speech Science and Technology Conference (SST2016), Sydney, Australia, pp. 1 - 3, presented at 16th Speech Science and Technology Conference (SST2016), Sydney, Australia, 06 December 2016 - 09 December 2016, https://www.researchgate.net/publication/311518605_Time_to_Embrace_Emotion_Change_Selecting_Emotionally_Salient_Segments_for_Speech-based_Emotion_Prediction
    Conference Papers | 2015
    Dr Zhaocheng Huang
    Huang Z; Dang T; Cummins N; Stasak B; Le P; Sethu V; Epps J, 2015, 'An investigation of annotation delay compensation and output-associative fusion for multimodal continuous emotion prediction', in AVEC 2015 - Proceedings of the 5th International Workshop on Audio/Visual Emotion Challenge, co-Located with MM 2015, pp. 41 - 48, http://dx.doi.org/10.1145/2808196.2811640
    Conference Papers | 2015
    Dr Zhaocheng Huang
    Huang Z, 2015, 'An Investigation of Emotion Changes from Speech', in 2015 International Conference on Affective Computing and Intelligent Interaction, ACII 2015, Xi'an, pp. 733 - 736, presented at International conference on Affective Computing and Intelligent Interaction, Xi'an, 21 September 2015 - 24 September 2015, http://dx.doi.org/10.1109/ACII.2015.7344650
    Conference Papers | 2015
    Dr Zhaocheng Huang
    Huang Z; Epps J; Ambikairajah E, 2015, 'An Investigation of Emotion Change Detection from Speech', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, Dresden, pp. 1329 - 1333, presented at INTERSPEECH, Dresden, 06 September 2015 - 10 September 2015, http://www.isca-speech.org/archive/interspeech_2015/i15_1329.html

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