Dr Yoshi Gotoh

Journal articles

• Al Ghamdi M & Gotoh Y (2020) Graph-based topic models for trajectory clustering in crowd videos. Machine Vision and Applications, 31. View this article in WRRO
• Khan MUG & Gotoh Y (2017) Generating natural language tags for video information management. Machine Vision and Applications, 28(3-4), 243-265. View this article in WRRO
• Khan MUG, Nasir A, Riaz O, Gotoh Y & Amiruddin M (2016) A statistical model for annotating videos with human actions. Pakistan Journal of Statistics, 32(2), 109-123. View this article in WRRO
• Khan M, AlHarbi N & Gotoh Y (2015) A framework for creating natural language descriptions of video streams. Information Sciences, 303, 61-82. View this article in WRRO
• Al Harbi N & Gotoh Y (2015) A unified spatio-temporal human body region tracking approach to action recognition. Neurocomputing, 161, 56-64. View this article in WRRO
• Zhang L, Gotoh Y & Khan M (2012) Spoken document retrieval based on confusion network with syllable fragments. International Journal of Advanced Robotic Systems, 9.
• Kolluru B & Gotoh Y (2009) On the subjectivity of human-authored summaries. NAT LANG ENG, 15, 193-213.
• Punitha P, Misra H, Ren R, Hannah D, Goyal A, Villa R & Jose JM (2009) Glasgow University at TRECVID 2009. 2009 Trec Video Retrieval Evaluation Notebook Papers.
• Christensen H, Gotoh Y & Renals S (2008) A cascaded broadcast news highlighter. IEEE T AUDIO SPEECH, 16(1), 151-161.
• Gotoh Y & Renals S (2000) Information extraction from broadcast news. PHILOS T ROY SOC A, 358(1769), 1295-1309.
• Gotoh Y & Renals S (1999) Topic-based mixture language modelling. Natural Language Engineering, 5(4), 355-375.
• Gotoh Y, Hochberg MM & Silverman HF (1998) Efficient training algorithms for HMM's using incremental estimation. IEEE T SPEECH AUDI P, 6(6), 539-548.
• Charniak E, Carroll G, Adcock J, Cassandra A, Gotoh Y, Katz J, Littman M & McCanna J (1996) Taggers for parsers. Artificial Intelligence, 85(1-2), 45-57.
• Charniak E, Caroll G, Adcock J, Cassandra A, Gotoh Y, Katz J, Littman M & McCann J (1996) Taggers for parsers. Artificial Intelligence, 84(1-2), 357-357.
• Mashao D, Gotoh Y & Silverman HF (1996) Analysis of LPC/DFT features for an HMM-based alphadigit recognizer. IEEE Signal Processing Letters, 3(4), 103-106.

Conference proceedings

• Clarke J, Gotoh Y & Goetze S (2025) Ensembling synchronisation-based and face–voice association paradigms for robust active speaker detection in egocentric recordings. Speech and Computer: 27th International Conference, SPECOM 2025, Szeged, Hungary, October 13-15, 2025, Proceedings, Part II, Vol. LNAI 16188 (pp 289-301). Szeged, Hungary, 13 October 2025 - 13 October 2025. View this article in WRRO
• Clarke J, Gotoh Y & Goetze S (2024) Improving audiovisual active speaker detection in egocentric recordings with the data-efficient image transformer. 2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU). Taipei, Taiwan, 16 December 2023 - 16 December 2023. View this article in WRRO
• Alrashidi A, Cudd P, Abhayaratne C & Gotoh Y (2023) Exploration of verbal descriptions and dynamic indoors environments for people with sight loss. CHI '23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (pp 110). Hamburg, Germany, 23 April 2023 - 23 April 2023. View this article in WRRO
• Alvi M, Khan MUG, Gotoh Y, Sadiq M & Aslam M (2020) University of Engineering & Technology, Lahore the University of Sheffield at TRECVID 2015: Instance search. 2015 TREC Video Retrieval Evaluation, TRECVID 2015
• Amanat S, Khan MUG, Nida N & Gotoh Y (2020) The University of Sheffield and University of Engineering & Technology, Lahore at TECVID 2014: Instance search task. 2014 TREC Video Retrieval Evaluation, TRECVID 2014
• Algadhy R, Gotoh Y & Maddock S (2019) 3D visual speech animation using 2D videos. ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp 2367-2371). Brighton, UK, 12 May 2019 - 12 May 2019. View this article in WRRO
• Al Ghamdi M & Gotoh Y (2019) Graph-based correlated topic model for motion patterns analysis in crowded scenes from tracklets. British Machine Vision Conference 2018, BMVC 2018
• Al Ghamdi M & Gotoh Y (2018) Graph-based correlated topic model for trajectory clustering in crowded videos. 2018 IEEE Winter Conference on Applications of Computer Vision (pp 1029-1037). Lake Tahoe, NV/CA, 12 March 2018 - 12 March 2018. View this article in WRRO
• Al Ghamdi M & Gotoh Y (2018) Graph-based correlated topic model for motion patterns analysis in crowded scenes from tracklets. British Machine Vision Conference 2018 Bmvc 2018
• Khan MUG, Gotoh Y & Nida N (2017) Medical image colorization for better visualization and segmentation. Medical Image Understanding and Analysis, Vol. 723 (pp 571-580)
• Al Harbi N & Gotoh Y (2017) Natural language descriptions for human activities in video streams. Proceedings of the 10th International Conference on Natural Language Generation (pp 85-94). Santiago de Compostela, Spain, 4 September 2017 - 4 September 2017. View this article in WRRO
• Al Harbi N & Gotoh Y (2016) Natural language descriptions of human activities scenes: Corpus generation and analysis. Proceedings of the Annual Meeting of the Association for Computational Linguistics (pp 39-47)
• Algadhy R, Gotoh Y & Maddock S (2016) Analysis of visemes in the GRID corpus. Abstract of UKspeech
• Masrani A & Gotoh Y (2016) Overlapped interest and the impact of visual and audio information in the human perception. Abstract of UKspeech
• Wahla SQ, Waqar S, Ghani Khan MU & Gotoh Y (2016) The University of Sheffield and University of Engineering & Technology, Lahore at TRECVID 2016: Video to text description task. 2016 Trec Video Retrieval Evaluation Trecvid 2016
• Masrani A & Gotoh Y (2015) Corpus generation and analysis: incorporating audio data towards curbing missing information. Proceedings of KDWEB
• Al Harbi N & Gotoh Y (2015) Describing spatio-temporal relations between object volumes in video streams. Aaai Workshop Technical Report, Vol. WS-15-14 (pp 2-8)
• Alvi M, Khan MUG, Gotoh Y, Sadiq M & Aslam M (2015) University of Engineering & Technology, Lahore the University of Sheffield at TRECVID 2015: Instance search. 2015 Trec Video Retrieval Evaluation Trecvid 2015
• Al Ghamdi M & Gotoh Y (2014) Manifold matching with application to instance search based on video queries. ICISP. Cherbourg, 30 June 2014.
• Al Ghamdi M & Gotoh Y (2014) Alignment of nearly-repetitive contents in a video stream with manifold embedding. ICASSP. Firenze
• Al Ghamdi M & Gotoh Y (2014) Video clip retrieval by graph matching. ECIR. Amsterdam
• Amanat S, Khan MUG, Nida N & Gotoh Y (2014) The University of Sheffield and University of Engineering & Technology, Lahore at TECVID 2014: Instance search task. 2014 Trec Video Retrieval Evaluation Trecvid 2014
• Al Harbi N & Gotoh Y (2013) Action recognition: spatio-temporal human body region tracking approach. CAIP - REACTS workshop. York
• Al Ghamdi M & Gotoh Y (2013) Spatio-temporal manifold embedding for nearly-repetitive contents in a video stream. CAIP. York
• Al Harbi N & Gotoh Y (2013) Spatio-temporal human body segmentation from video stream. CAIP. York
• Khan MUG, Bashir K, Shah AA, Zhang L, Gotoh Y, Khan PI & Amiruddin M (2013) The University of Sheffield, Harbin Engineering University and University of Engineering & Technology, Lahore at TRECVID 2013: Instance search & semantic indexing. 2013 Trec Video Retrieval Evaluation Trecvid 2013
• Khan M, Bashir K, Shah A, Zhang L, Gotoh Y, Khan P & Amiruddin M (2013) The University of Sheffield, Harbin Engineering University and University of Engineering & Technology, Lahore at TRECVID 2013: Instance Search & Semantic indexing. TRECVID
• Al Ghamdi M, Khan M, Zhang L & Gotoh Y (2012) The University of Sheffield and Harbin Engineering University at TRECVID 2012: Instance Search. TRECVID
• Khan M, Zhang L & Gotoh Y (2011) Human focused video description. ICCV - VECTaR workshop. Barcelona
• Zhang L, Khan M & Gotoh Y (2011) Video scene classification based on natural language description. ICCV - ARTEMIS workshop. Barcelona
• Khan M, Zhang L & Gotoh Y (2011) Towards coherent natural language description of video streams. ICCV - SIG workshop. Barcelona
• Chantamunee S & Gotoh Y (2010) Nearly-repetitive video synchonisation using nonlinear manifold embedding. ICASSP. Dallas
• Chantamunee S & Gotoh Y (2008) University of Sheffield at TRECVID 2008: Rushes Summarisation and Video Copy Detection.. TRECVID
• Chantamunee S & Gotoh Y (2008) Shot alignment in pre-production video. MLMI. Utrecht
• Chantamunee S & Gotoh Y (2007) University of Sheffield at TRECVID 2007: Shot Boundary Detection and Rushes Summarisation.. TRECVID
• Kolluru B & Gotoh Y (2007) Speaker Role Based Structural Classification of Broadcast News Stories. INTERSPEECH 2007: 8TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION, VOLS 1-4 (pp 141-144)
• Kolluru B & Gotoh Y (2007) Relative Evaluation of Informativeness in Machine Generated Summaries. INTERSPEECH 2007: 8TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION, VOLS 1-4 (pp 145-148)
• Kolluru B, Christensen H & Gotoh Y (2005) Mutli-stage compaction approach to broadcast news summarisation. Interspeech. Lisbon
• Kolluru B & Gotoh Y (2005) On the subjectivity of human authored short summaries. ACL Workshop: Intrinsic and Extrinsic Evaluation Measures for Machine Translation and/or Summarizati. Ann Arbor
• Christensen H, Kolluru BK, Gotoh Y & Renals S (2005) Maximum entropy segmentation of broadcast news. 2005 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1-5 (pp 1029-1032)
• Kolluru B, Christensen H & Gotoh Y (2004) Decremental feature-based compaction. DUC Workshop. Boston
• Christensen H, Kolluru BK, Gotoh Y & Renals S (2004) From text summarisation to style-specific summarisation for broadcast news. ADVANCES IN INFORMATION RETRIEVAL, PROCEEDINGS, Vol. 2997 (pp 223-237)
• Christensen H, Gotoh Y, Kolluru B & Renals S (2003) Are extractive text summarisation techniques portable to broadcast news?. ASRU'03: 2003 IEEE WORKSHOP ON AUTOMATIC SPEECH RECOGNITION AND UNDERSTANDING ASRU '03 (pp 489-494)
• Kolluru B, Christensen H, Gotoh Y & Renals S (2003) Exploring the style-technique interaction in extractive summarization of broadcast news. ASRU'03: 2003 IEEE WORKSHOP ON AUTOMATIC SPEECH RECOGNITION AND UNDERSTANDING ASRU '03 (pp 495-500)
• Gotoh Y & Renals S (2003) Statistical language modelling. TEXT- AND SPEECH-TRIGGERED INFORMATION ACCESS, Vol. 2705 (pp 78-105)
• Christensen H, Gotoh Y & Renals S (2001) Punctuation Annotation Using Statistical Prosody Models. Proceedings of the ISCA Workshop on Prosody in Speech Recognition and Understanding (pp 35-40)
• Gotoh Y & Renals S (2000) Sentence boundary detection in broadcast speech transcripts. ISCA ASR Workshop. Paris
• Gotoh Y & Renals S (2000) Variable word rate n-grams. 2000 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, PROCEEDINGS, VOLS I-VI (pp 1591-1594)
• Renals S & Gotoh Y (1999) Integrated transcription and identification of named entities in broadcast speech. Eurospeech. Budapest
• Gotoh Y & Renals S (1999) Statistical annotation of named entities in spoken audio. ESCA Workshop: Accessing Information in Spoken Audio. Cambridge
• Gotoh Y, Renals S & Williams G (1999) Named entity tagged language models. ICASSP '99: 1999 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, PROCEEDINGS VOLS I-VI (pp 513-516)
• Gotoh Y & Renals S (1997) Document space models using latent semantic analysis. Eurospeech. Rhodes
• Adcock J, Gotoh Y, Mashao D & Silverman HF (1996) Microphone-array speech recognition via incremental MAP training.. ICASSP. Atlanta
• Gotoh Y & Silverman HF (1996) Incremental ML estimation of HMM parameters for efficient training. ICASSP. Atlanta
• Gotoh Y, Hochberg MM, Mashao D & Silverman HF (1995) Incremental MAP estimation of HMMs for efficient training and improved performance. ICASSP. Detroit
• Gotoh Y, Hochberg MM & Silverman HF (1994) Using MAP estimated parameters to improve HMM speech recognition performance. ICASSP. Adelaide
• Clarke J, Gotoh Y & Goetze S () Face-Voice Association for Audiovisual Active Speaker Detection in Egocentric Recordings. Proceedings of the European Signal Processing Conference
• Clarke J, Gotoh Y & Goetze S () Speaker Embedding Informed Audiovisual Active Speaker Detection for Egocentric Recordings. Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing / sponsored by the Institute of Electrical and Electronics Engineers Signal Processing Society. ICASSP (Conference)
• Khan M, Al Harbi N & Gotoh Y () Natural language descriptions for video streams. V&L Net Workshop. Sheffield, December 2012.
• Al Ghamdi M, Zhang L & Gotoh Y () Spatio-temporal SIFT and its application to human action classification. ECCV - VECTaR workshop. Firenze, October 2012.
• Al Ghamdi M, Al Harbi N & Gotoh Y () Spatio-temporal video representation with locality-constrained linear coding. ECCV - ARTEMIS workshop. Firenze, October 2012.
• Khan M, Zhang L & Gotoh Y () Generating coherent natural language annotations for video streams. ICIP. Orlando, September 2012.
• Khan M & Gotoh Y () Natural language descriptions of visual scenes: corpus generation and analysis. EACL workshop. Avignon, April 2012.
• Khan M & Gotoh Y () Describing video contents in natural language. EACL workshop. Avignon, April 2012.
• Kolluru B & Gotoh Y () Speaker role based structural classification of broadcast news stories. Interspeech 2007 (pp 2593-2596)
• Kolluru B & Gotoh Y () Relative evaluation of informativeness in machine generated summaries. Interspeech 2007 (pp 1338-1341)

Working papers

• Urban J, Hilaire X, Hopfgartner F, Villa R, Jose JM, Chantamunee S & Gotoh Y (2006) Glasgow University at TRECVID 2006. TRECVID 2006 - Text REtrieval Conference TRECVid Workshop, 363-367.