Professor Heidi Christensen

PhD

School of Computer Science

Head of School

Professor of Spoken Language Technology

Member of the Speech and Hearing (SpandH) research group

Heidi Christensen headshot
Profile picture of Heidi Christensen headshot
heidi.christensen@sheffield.ac.uk
+44 114 222 1950

Full contact details

Professor Heidi Christensen
School of Computer Science
Regent Court (DCS)
211 Portobello
91Ö±²¥
S1 4DP
Profile

Professor Christensen obtained her M.Sc. and a Ph.D. degrees from Aalborg University, Denmark, in 1996 and 2002, respectively. In 1998, she was a visiting researcher at IDIAP, Switzerland. From 2000, she worked as a research associate on numerous national and international projects in the Speech and Hearing group in 91Ö±²¥ before taking up her lectureship in 2015. She was subsequently appointed a senior lecturer (2019) and chair (2022) in the department. 

She is the current Head of School and has a long-term interest in EDI (Equality, Diversity and Inclusion), serving as the Faculty Director of EDI (2020-2022).

Her main research interests are in the areas of recognition of disordered speech, automatic processing of conversations, and the automatic detection and tracking of paralinguistic information such as emotions and general interactional behaviours.

Research interests

Her research interests are in the use of speech and language processing in the healthcare domain. She has considerable experience in the areas of recognition of disordered speech, automatic processing of conversations and the automatic detection and tracking of paralinguistic information such as emotions and general interactional behaviours. Her research has been supported by EU, UKRI, NIHR, Google and various charities like Rosetrees Trust and the Psychiatry Research Trust. She has considerable experience in leading highly interdisciplinary research projects including being the technical lead in the development of the CognoSpeak system for using AI to detect early signs of dementia.

Publications

Journal articles

  • Pacheco-Lorenzo MR, Christensen H, Anido-Rifón LE, Fernández-Iglesias MJ & Valladares-Rodríguez SM (2024) . IEEE Access, 1-1. RIS download Bibtex download
  • Mirheidari B, Bittar A, Cummins N, Downs J, Fisher HL & Christensen H (2024) . PLOS ONE, 19(3). RIS download Bibtex download
  • Mirheidari B, Bell SM, Harkness K, Blackburn D & Christensen H (2024) . Language and Health. RIS download Bibtex download
  • Blackburn DJ, Bell SM, Harkness K, O'Malley R, Chapman L, Lunn I, Mirheidari B & Christensen H (2023) . Alzheimer's & Dementia, 19(S14). RIS download Bibtex download
  • Blackburn DJ, Sproson L, Egbuta C, Bell SM, O'Malley R, Mirheidari B, Pevy N & Christensen H (2023) . Alzheimer's & Dementia, 19(S20). RIS download Bibtex download
  • Pevy N, Christensen H, Walker T & Reuber M (2023) . Seizure: European Journal of Epilepsy. RIS download Bibtex download
  • Pevy N, Christensen H, Walker T & Reuber M (2023) . Journal of Neurology, Neurosurgery & Psychiatry, 94(12), e2.9-e2.9. RIS download Bibtex download
  • Walker G, Pevy N, O'Malley R, Mirheidari B, Reuber M, Christensen H & Blackburn D (2023) . Clinical Linguistics & Phonetics. RIS download Bibtex download
  • Pevy N, Christensen H, Walker T & Reuber M (2023) . Epilepsy & Behavior, 143, 109217-109217. RIS download Bibtex download
  • Attas D, Power N, Smithies J, Bee C, Aadahl V, Kellett S, Blackmore C & Christensen H (2022) . Applied Sciences, 12(17). RIS download Bibtex download
  • Børty L, Brøndum RF, Christensen HS, Vesteghem C, Severinsen M, Johnsen SP, Ehlers LH, Falkmer U, Poulsen LØ & Bøgsted M (2022) . Eur J Health Econ. RIS download Bibtex download
  • Bell S, Harkness K, Roman M, Gardner J, Richards E, Howe J, Sikaonga M, Mirheidari B, Christensen H & Blackburn D (2022) . Journal of Neurology, Neurosurgery & Psychiatry, 93(9), e2.246-e2.246. RIS download Bibtex download
  • Sproson L, Mills N, Pryde L, Adebajo A, Coyle D, Preston J, Blackburn D, Christensen H & Lanfranchi V (2022) . Journal of Medical Engineering & Technology. RIS download Bibtex download
  • Yue Z, Loweimi E, Christensen H, Barker J & Cvetkovic Z (2022) . IEEE/ACM Transactions on Audio, Speech, and Language Processing, 30, 2968-2980. RIS download Bibtex download
  • Brewer E, Mirheidari B, O'Malley R, Reuber M, Christensen H & Blackburn DJ (2021) . Alzheimer's & Dementia, 17(S5). RIS download Bibtex download
  • Pevy N, Christensen H, Walker T & Reuber M (2021) . Journal of Neurology, Neurosurgery & Psychiatry, 92(8), A7.1-A7. RIS download Bibtex download
  • Beavis L, O'Malley R, Mirheidari B, Christensen H & Blackburn D (2021) How can automated linguistic analysis help to discern functional cognitive disorder from healthy controls and mild cognitive impairment?. BJPsych open, 7(Suppl 1), S7-S7. RIS download Bibtex download
  • Pevy N, Christensen H, Walker T & Reuber M (2021) . Seizure, 91, 141-145. RIS download Bibtex download
  • Alhinti L, Christensen H & Cunningham S (2021) . Speech Communication, 126, 44-60. RIS download Bibtex download
  • O'Malley R, Walker T, Mirheidari B, Christensen H, Reuber M, Blackburn DJ & Venneri A (2020) . Alzheimer's & Dementia, 16(S6). RIS download Bibtex download
  • O’Malley R, Morris L-A, Longden C, Turner A, Walker T, Venneri A, Mirheidari B, Christensen H, Reuber M & Blackburn D (2020) . Journal of Neurology, Neurosurgery & Psychiatry, 91(8), e18.2-e19. RIS download Bibtex download
  • Walker G, Morris L-A, Christensen H, Mirheidari B, Reuber M & Blackburn DJ (2020) . Clinical Linguistics & Phonetics. RIS download Bibtex download
  • O’Malley R, Mirheidari B, Harkness K, Walker T, Reuber M, Venneri A, Christensen H & Blackburn D (2020) . Neurology, 94(15_supplement). RIS download Bibtex download
  • Mirheidari B, Pan Y, Blackburn D, O'Malley R, Walker T, Venneri A, Reuber M & Christensen H (2020) Data augmentation using generative networks to identify dementia.. CoRR, abs/2004.05989. RIS download Bibtex download
  • O’Malley R, Mirhedari B, Harkness K, Reuber M, Venneri A, Christensen H & Blackburn D (2019) . Journal of Neurology Neurosurgery & Psychiatry, 90(12). RIS download Bibtex download
  • O’Malley R, Brook E, Lewis A, Sonksen I, Mirhedari B, Venneri A, Christensen H & Blackburn D (2019) . Journal of Neurology Neurosurgery & Psychiatry, 90(12). RIS download Bibtex download
  • Easton K, Potter S, Bec R, Bennion M, Christensen H, Grindell C, Mirheidari B, Weich S, de Witte L, Wolstenholme D & Hawley M (2019) . Journal of Medical Internet Research, 21(5). RIS download Bibtex download
  • Al-Hameed S, Benaissa M, Christensen H, Mirheidari B, Blackburn D & Reuber M (2019) . PLoS ONE, 14(5). RIS download Bibtex download
  • Mirheidari B, Blackburn D, Walker T, Reuber M & Christensen H (2019) . Computer Speech and Language, 53, 65-79. RIS download Bibtex download
  • Walker T, Christensen H, Mirheidari B, Swainston T, Rutten C, Mayer I, Blackburn D & Reuber M (2018) . Dementia. RIS download Bibtex download
  • Orozco-Arroyave JR, Vásquez-Correa JC, Vargas-Bonilla JF, Arora R, Dehak N, Nidadavolu PS, Christensen H, Rudzicz F, Yancheva M, Chinaei H , Vann A et al (2018) . SoftwareX, 8, 69-70. RIS download Bibtex download
  • Orozco-Arroyave JR, Vásquez-Correa JC, Vargas-Bonilla JF, Arora R, Dehak N, Nidadavolu PS, Christensen H, Rudzicz F, Yancheva M, Chinaei H , Vann A et al (2018) . Digital Signal Processing: A Review Journal, 77, 207-221. RIS download Bibtex download
  • Blackburn D, Mirheidari BM, Rutten C, Mayer I, Walker T, Christensen H & Rueber M (2017) . Journal of Neurology, Neurosurgery & Psychiatry, 88(Suppl 1), A19.4-A20. RIS download Bibtex download
  • Cernak M, Orozco-Arroyave JR, Rudzicz F, Christensen H, Vásquez-Correa JC & Nöth E (2017) . Computer Speech & Language, 46, 196-208. RIS download Bibtex download
  • Malavasi M, Turri E, Atria JJ, Christensen H, Marxer R, Desideri L, Coy A, Tamburini F & Green P (2017) . Studies in Health Technology and Informatics, 242, 306-313. RIS download Bibtex download
  • Mirheidari B, Blackburn D, Harkness K, Walker T, Venneri A, Reuber M & Christensen H (2017) . Journal of Alzheimer's Disease, 58(2), 373-387. RIS download Bibtex download
  • F Rudzicz JA (2015) Perspective on Speech and Language Interaction for Daily Assistive Technology: Introduction to Part 2 – Speaking and Reading Aids. ACM Transactions on Accessible Computing (TACCESS), 6. RIS download Bibtex download
  • F O Portet JA (2015) Perspective on Speech and Language Interacton for Daily Assistive Technlogy: Introduction to the Special Issue Part 3. ACM Transactions on Accessible Computing (TACCESS), 7. RIS download Bibtex download
  • H Christensen FP & Alexandersson J (2015) Perspective on Speech and Language Interaction for Daily Assistive Technology: Introduction to Part 1 of the Special Issue. ACM Transactions on Accessible Computing (TACCESS), 6. RIS download Bibtex download
  • Ma N, Barker J, Christensen H & Green P (2012) . Computer Speech and Language. RIS download Bibtex download
  • Barker J, Vincent E, Ma N, Christensen H & Green P (2012) . Computer Speech and Language. RIS download Bibtex download
  • Ma N, Barker J, Christensen H & Green P (2012) . IEEE Transactions on Audio, Speech and Language Processing, 20(3), 818-827. RIS download Bibtex download
  • Christensen H, Ma N, Wrigley SN & Barker J (2008) Improving source localisation in multi-source, reverberant conditions: exploiting local spectro-temporal location cues.. Abstract for Acoust. Soc. Am. mtg. RIS download Bibtex download
  • Christensen H, Gotoh Y & Renals S (2008) . IEEE Transactions on Audio, Speech and Language Processing, 16(1), 151-161. RIS download Bibtex download
  • Alhinti L, Cunningham S & Christensen H () . PLOS ONE, 18(8), e0287971-e0287971. RIS download Bibtex download
  • Hernáez-Rioja I, Gonzalez-Lopez JA & Christensen H () . Applied Sciences, 13(11), 6840-6840. RIS download Bibtex download
  • Walker G, Walker T, O'Malley R, Mirheidari B, Christensen H, Reuber M & Blackburn D () Features of answers to questions about recent events by people with Mild Cognitive Impairment and Alzheimer's disease, and healthy controls. Journal of Interactional Research in Communication Disorders. RIS download Bibtex download
  • Mouritzen MT, Carus A, Ladekarl M, Meldgaard P, Nielsen AWM, Livbjerg A, Larsen JW, Skuladottir H, Kristiansen C, Wedervang K , Schytte T et al () . Cancers, 13(19), 4846-4846. RIS download Bibtex download
  • Martínez D, LLeida E, Green P, Christensen H, Ortega A & Miguel A () Intelligibility assessment and speech recogniser word accuracy rate prediction for dysarthric speakers in a factor analysis subspace. Submitted to ACM Transactions on Accessible Computing (TACCESS). RIS download Bibtex download

Conference proceedings papers

  • Alaka B, Shibwabo B & Christensen H (2024) . 2024 6th International Conference on Natural Language Processing (ICNLP) (pp 124-128), 22 March 2024 - 24 March 2024. RIS download Bibtex download
  • Mirheidari B, Malley RO, Blackburn D & Christensen H (2023) . 2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 16 December 2023 - 20 December 2023. RIS download Bibtex download
  • Ellis S, Goetze S & Christensen H (2023) . ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 4 June 2023 - 10 June 2023. RIS download Bibtex download
  • Alzahrani F, Mirheidari B, Blackburn D, Maddock S & Christensen H (2023) . 2023 IEEE 17th International Conference on Automatic Face and Gesture Recognition (FG), 5 January 2023 - 8 January 2023. RIS download Bibtex download
  • Yue Z, Loweimi E, Cvetkovic Z, Christensen H & Barker J (2022) . ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 23 May 2022 - 27 May 2022. RIS download Bibtex download
  • Pevy N, Walker T, Christensen H & Reuber M (2022) Exploring the feasibility of an interactive virtual avatar and automated conversation analysis in the differentiation of epileptic and dissociative seizures. EPILEPSIA, Vol. 63 (pp 271-271) RIS download Bibtex download
  • Alzahrani F, Mirheidari B, Blackburn D, Maddock S & Christensen H (2021) . 2021 9th International Conference on Affective Computing and Intelligent Interaction (ACII), 28 September 2021 - 1 October 2021. RIS download Bibtex download
  • Pan Y, Nallanthighal VS, Blackburn D, Christensen H & Harma A (2021) . ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 6 June 2021 - 11 June 2021. RIS download Bibtex download
  • Beavis L, O'Malley R, Mirheidari B, Christensen H & Blackburn D (2021) . BJPsych Open, Vol. 7(S1) (pp S7-S7). Virtual, 21 June 2021 - 24 June 2021. RIS download Bibtex download
  • Attas D, Mirheidari B, Blackburn D, Venneri A, Walker T, Harkness K, Reuber M, Blackmore C & Christensen H (2021) . Lecture Notes in Networks and Systems, Vol. 285 (pp 58-69) RIS download Bibtex download
  • Pevy N, Christensen H, Walker T & Reuber M (2021) Investigating the feasibility of automating the differential diagnosis of Transient Loss of Consciousness. EPILEPSIA, Vol. 62 (pp 354-355) RIS download Bibtex download
  • Cummins N, Pan Y, Ren Z, Fritsch J, Nallanthighal VS, Christensen H, Blackburn D, Schuller BW, Magimai-Doss M, Strik H & Härmä A (2020) . Interspeech 2020 (pp 2182-2186). Shanghai, China, 25 October 2020 - 29 October 2020. RIS download Bibtex download
  • Alhinti L, Cunningham S & Christensen H (2020) . Interspeech 2020 (pp 4821-4825). Shanghai, China, 25 October 2020 - 29 October 2020. RIS download Bibtex download
  • Pan Y, Mirheidari B, Reuber M, Venneri A, Blackburn D & Christensen H (2020) . Interspeech 2020 RIS download Bibtex download
  • Mirheidari B, Blackburn D, O’Malley R, Venneri A, Walker T, Reuber M & Christensen H (2020) . Interspeech 2020, 25 October 2020 - 25 October 2020. RIS download Bibtex download
  • Xiong F, Barker J & Christensen H (2020) Deep learning of articulatory-based representations and applications for improving dysarthric speech recognition. Speech Communication - 13th ITG-Fachtagung Sprachkommunikation (pp 331-335) RIS download Bibtex download
  • Xiong F, Barker J, Yue Z & Christensen H (2020) . ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 4 May 2020 - 8 May 2020. RIS download Bibtex download
  • Yue Z, Xiong F, Christensen H & Barker J (2020) . ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 4 May 2020 - 8 May 2020. RIS download Bibtex download
  • Pan Y, Mirheidari B, Reuber M, Venneri A, Blackburn D & Christensen H (2019) . Interspeech 2019, 15 September 2019 - 15 September 2019. RIS download Bibtex download
  • Xiong F, Barker J & Christensen H (2019) . ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 12 May 2019 - 17 May 2019. RIS download Bibtex download
  • Mirheidari B, Blackburn D, OrMalley R, Walker T, Venneri A, Reuber M & Christensen H (2019) . ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 12 May 2019 - 17 May 2019. RIS download Bibtex download
  • AlSaleh MMS, Moore R, Christensen H & Arvaneh M (2019) . 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 7 October 2018 - 10 October 2018. RIS download Bibtex download
  • AlSaleh M, Moore R, Christensen H & Arvaneh M (2018) . 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (pp 1952-1955), 18 July 2018 - 21 July 2018. RIS download Bibtex download
  • Mirheidari B, Blackburn D, Walker T, Venneri A, Reuber M & Christensen H (2018) . Interspeech 2018 RIS download Bibtex download
  • Coy A, Green P, Cunningham S, Christensen H, Atria JJ, Rudzicz F, Malavasi M & Desideri L (2018) Embedding speech technology into intelligent tutoring systems using the CloudCAST speech technology platform. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 10858 LNCS (pp 421-424) RIS download Bibtex download
  • Al-Hameed S, Benaissa M & Christensen H (2017) . Proceedings of the International Conference on Bioinformatics Research and Applications 2017 - ICBRA 2017, 8 December 2017 - 10 December 2017. RIS download Bibtex download
  • Blackburn D, Reuber M, Christensen H, Mayer I, Rutten C, Venneri A, chirs E & Mirheidari B (2017) . Journal of the Neurological Sciences, Vol. 381 (pp 319-319) RIS download Bibtex download
  • Mirheidari B, Blackburn DJ, Harkness K, Walker T, Venneri A, Reuber M & Christensen H (2017) . Interspeech 2017 (pp 3147-3151) RIS download Bibtex download
  • Cernak M, Nöth E, Rudzicz F, Christensen H, Orozco-Arroyave JR, Arora R, Bocklet T, Chinaei H, Hannink J, Nidadavolu PS , Vasquez JC et al (2017) . ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings (pp 5090-5094) RIS download Bibtex download
  • Vasquez-Correa JC, Orozco-Arroyave JR, Arora R, Noth E, Dehak N, Christensen H, Rudzicz F, Bocklet T, Cernak M, Chinaei H , Hannink J et al (2017) . ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings (pp 2966-2970) RIS download Bibtex download
  • Cunningham S, Green P, Christensen H, Atria JJ, Coy A, Malavasi M, Desideri L & Rudzicz F (2017) . Studies in Health Technology and Informatics, Vol. 242 (pp 322-329) RIS download Bibtex download
  • Malavasi M, Turri E, Motolese MR, Marxer R, Farwer J, Christensen H, Desideri L, Tamburini F & Green P (2017) (pp 269-278) RIS download Bibtex download
  • AlSaleh MM, Arvaneh M, Christensen H & Moore RK (2016) . 2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA), 13 December 2016 - 16 December 2016. RIS download Bibtex download
  • Mirheidari B, Blackburn D, Reuber M, Walker T & Christensen H (2016) . Proceedings of Interspeech 2016 (pp 1220-1224) RIS download Bibtex download
  • Nicolao M, Christensen H, Cunningham S, Green P & Hain T (2016) A framework for collecting realistic recordings of dysarthric speech - The homeService corpus. Proceedings of the 10th International Conference on Language Resources and Evaluation, LREC 2016 (pp 1993-1997) RIS download Bibtex download
  • Al-Hameed S, Benaissa M & Christensen H (2016) . SLPAT 2016 Workshop on Speech and Language Processing for Assistive Technologies RIS download Bibtex download
  • Casanueva I, Hain T, Christensen H, Marxer R & Green P (2015) . Proceedings of the 16th Annual Meeting of the Special Interest Group on Discourse and Dialogue, September 2015 - September 2015. RIS download Bibtex download
  • Green P, Marxer R, Cunningham S, Christensen H, Rudzicz F, Yancheva M, Coy A, Malavasi M & Desideri L (2015) . Proceedings of SLPAT 2015: 6th Workshop on Speech and Language Processing for Assistive Technologies, September 2015 - September 2015. RIS download Bibtex download
  • Christensen H, Nicolao M, Cunningham S, Green P, Deena S & Hain T (2015) . IET International Conference on Technologies for Active and Assisted Living (TechAAL) RIS download Bibtex download
  • Alexandersson J, Altinsoy E, Christensen H, Ljunglof P, Portet F & Rudzicz F (2015) Introduction. SLPAT 2015 - 6th Workshop on Speech and Language Processing for Assistive Technologies, Proceedings (pp III) RIS download Bibtex download
  • Christensen H, Casanueva I, Cunningham S, Green P & Hain T (2014) . 2014 IEEE Spoken Language Technology Workshop (SLT), 7 December 2014 - 10 December 2014. RIS download Bibtex download
  • Casanueva I, Christensen H, Hain T & Green P (2014) Adaptive speech recognition and dialogue management for users with speech disorders. Proceedings of Interspeech’14 RIS download Bibtex download
  • Christensen H, Green P & Hain T (2013) Learning speaker-specific pronunciations of disordered speech. 14TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2013), VOLS 1-5 (pp 1158-1162) RIS download Bibtex download
  • Christensen H, Aniol MB, Bell P, Green P, Hain T, King S & Swietojanski P (2013) Combining in-domain and out-of-domain speech data for automatic recognition of disordered speech. 14TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2013), VOLS 1-5 (pp 3609-3612) RIS download Bibtex download
  • Martinez D, Green P & Christensen H (2013) Dysarthria Intelligibility Assessment in a Factor Analysis Total Variability Space. 14TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2013), VOLS 1-5 (pp 2132-2136) RIS download Bibtex download
  • González DM, Green P & Christensen H (2013) Dysarthria Intelligibility Assessment in a Factor Analysis Total Variability Space. ±õ²Ô³Ù±ð°ù²õ±è±ð±ð³¦³ó’13 RIS download Bibtex download
  • Christensen H, Cunningham S, Green P & Hain T (2013) homeService: Voice-enabled assistive technology in the home using cloud-based automatic speech recognition. 4th Workshop on Speech and Language Processing for Assistive Technologies (SLPAT) RIS download Bibtex download
  • Christensen H, Green P & Hain T (2013) Learning speaker-specific pronunciations of disordered speech. ±õ²Ô³Ù±ð°ù²õ±è±ð±ð³¦³ó’13 RIS download Bibtex download
  • Christensen H, Aniol MB, Bell P, Green P, Hain T, King S & Swietojanski P (2013) Combining in-domain and out-of-domain speech data for automatic recognition of disordered speech. ±õ²Ô³Ù±ð°ù²õ±è±ð±ð³¦³ó’13 RIS download Bibtex download
  • Fox C, Christensen H & Hain T (2012) Studio report: Linux audio for multi-speaker natural speech technology.. Proc. Linux Audio Conference RIS download Bibtex download
  • Christensen H, Siddharth S, Neill PO, Clarke Z, Judge S, Cunningham S & Hawley M (2012) SPECS - an embedded platform, speech-driven environmental control system evaluated in a virtuous circle framework. In proc. Workshop on Innovation and Applications in Speech Technology RIS download Bibtex download
  • Christensen H, Cunningham S, Fox C, Green P & Hain T (2012) A comparative study of adaptive, automatic recognition of disordered speech. 13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012, Vol. 2 (pp 1774-1777) RIS download Bibtex download
  • Ma N, Barker J, Christensen H & Green P (2011) Recent advances in fragment-based speech recognition in reverberant multisource environments.. Proceedings of ISCA Workshop on Machine Listening in Multisource Environments (pp 68-73) RIS download Bibtex download
  • Ma N, Barker J, Christensen H & Green P (2011) Binaural cues for fragment-based speech recognition in reverberant multisource environments. Proceedings of INTERSPEECH 2011 (pp 1657-1660) RIS download Bibtex download
  • Ma N, Barker J, Christensen H & Green P (2011) Incorporating localisation cues in a fragment decoding framework for distant binaural speech recognition.. IEEE Joint Workshop on Hands-Free Speech Communication and Microphone Arrays (HSCMA’11) (pp 207-212) RIS download Bibtex download
  • Ma N, Barker J, Christensen H & Green P (2011) Binaural cues for fragment-based speech recognition in reverberant multisource environments. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH (pp 1657-1660) RIS download Bibtex download
  • Ma N, Barker J, Christensen H & Green P (2010) Distant microphone speech recognition in a noisy indoor environment: combining soft missing data and speech fragment decoding.. ISCA Tutorial and Research Workshop on Statistical And Perceptual Audition RIS download Bibtex download
  • Christensen H & Barker J (2010) Speaker turn tracking with mobile microphones: Combining location and pitch information. European Signal Processing Conference (pp 954-958) RIS download Bibtex download
  • Christensen H, Barker J, Ma N & Green P (2010) The CHiME corpus: A resource and a challenge for computational hearing in multisource environments. Proceedings of the 11th Annual Conference of the International Speech Communication Association, INTERSPEECH 2010 (pp 1918-1921) RIS download Bibtex download
  • Christensen H & Barker J (2009) Using location cues to track speaker changes from mobile, binaural microphones. INTERSPEECH 2009: 10TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2009, VOLS 1-5 (pp 124-127) RIS download Bibtex download
  • Christensen H, Ma N, Wrigley SN & Barker J (2009) . ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings (pp 4593-4596) RIS download Bibtex download
  • Arnaud E, Christensen H, Lu Y-C, Barker J, Khalidov V, Hansard ME, Holveck B, Mathieu H, Narasimha R, Taillant E , Forbes F et al (2008) The CAVA corpus: synchronised stereoscopic and binaural datasets with head movements.. ICMI (pp 109-116) RIS download Bibtex download
  • Christensen H, Ma N, Wrigley SN & Barker J (2007) Integrating pitch and localisation cues at a speech fragment level. International Speech Communication Association - 8th Annual Conference of the International Speech Communication Association, Interspeech 2007, Vol. 4 (pp 2752-2755) RIS download Bibtex download
  • Lu YC, Cooke M & Christensen H (2007) Active binaural distance estimation for dynamic sources. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, Vol. 2 (pp 933-936) RIS download Bibtex download
  • 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) RIS download Bibtex download
  • Kolluru BK, Christensen H & Gotoh Y (2005) Multi-stage compaction approach to broadcast news summarisation. 9th European Conference on Speech Communication and Technology (pp 69-72) RIS download Bibtex download
  • Christensen H, Lindberg B & Andersen O (2005) INTRODUCING PHONETICALLY MOTIVATED, HETEROGENEOUS INFORMATION INTO AUTOMATIC SPEECH RECOGNITION. INTEGRATION OF PHONETIC KNOWLEDGE IN SPEECH TECHNOLOGY, Vol. 25 (pp 67-86) RIS download Bibtex download
  • Christensen H, Kolluru B, Gotoh Y & Renais S (2004) . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 2997 (pp 223-237) RIS download Bibtex download
  • 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) RIS download Bibtex download
  • 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) RIS download Bibtex download
  • 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) RIS download Bibtex download
  • Christensen H, Lindberg B & Andersen O (2001) Introducing Phonetically Motivated Information into ASR. Proceedings of Eurospeech 2001 RIS download Bibtex download
  • Christensen H, Lindberg B & Andersen O (2000) Employing Heterogeneous Information in a Multi-Stream Framework. Proceedings of ICASSP 2000 RIS download Bibtex download
  • Christensen H, Lindberg B & Andersen O (2000) Noise robustness of heterogeneous features employing minimum classification error feature space transformations.. INTERSPEECH (pp 534-537) RIS download Bibtex download
  • Hollands S, Blackburn D & Christensen H () . Interspeech 2022 RIS download Bibtex download
  • Mirheidari B, Bittar A, Cummins N, Downs J, Fisher HL & Christensen H () . Interspeech 2022 RIS download Bibtex download
  • Mirheidari B, Blackburn D & Christensen H () . Interspeech 2022 RIS download Bibtex download
  • Yue Z, Loweimi E, Christensen H, Barker J & Cvetkovic Z () . Interspeech 2022 RIS download Bibtex download
  • Pan Y, Mirheidari B, Harris JM, Thompson JC, Jones M, Snowden JS, Blackburn D & Christensen H () . Interspeech 2021 RIS download Bibtex download
  • Mirheidari B, Pan Y, Blackburn D, O’Malley R & Christensen H () . Interspeech 2021 RIS download Bibtex download
  • Yue Z, Barker J, Christensen H, McKean C, Ashton E, Wren Y, Gadgil S & Bright R () . Interspeech 2021 RIS download Bibtex download
  • O'Malley RPD, Mirheidari B, Harkness K, Reuber M, Venneri A, Walker T, Christensen H & Blackburn D () . Journal of Neurology, Neurosurgery & Psychiatry RIS download Bibtex download
  • Pan Y, Mirheidari B, Tu Z, O’Malley R, Walker T, Venneri A, Reuber M, Blackburn D & Christensen H () . Interspeech 2020 RIS download Bibtex download
  • Green P, Marxer R, Cunningham S, Christensen H, Rudzicz F, Yancheva M, Coy A, Malavasi M, Desideri L & Tamburini F () . Interspeech 2016 RIS download Bibtex download
  • Christensen H, Ma N, Wrigley SN & Barker J () . Interspeech 2007 RIS download Bibtex download
  • Yue Z, Christensen H & Barker J () Autoencoder bottleneck features with multi-task optimisation for improved continuous dysarthric speech recognition. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH RIS download Bibtex download
  • Alhinti L, Christensen H & Cunningham S () Towards the Understanding of Communicating Emotions for People with Dysarthria. Workshop in Speech and Hearing Disorders (WSPD 2018) RIS download Bibtex download

Reports

  • Christensen H & Barker J (2008) Inferring perceiver actions from binaural data RIS download Bibtex download
  • Khalidov V, Lu Y-C, Holveck B, Taillant E, Arnaud E, Barker J, Christensen H & Mathieu H (2007) Synchronized stereoscopic and binaural dataset with head movements : Recording details RIS download Bibtex download

Theses / Dissertations

  • Christensen H (2002) Speech Recognition using Heterogenous Information Extraction in Multi-Stream Based Systems. RIS download Bibtex download
  • Christensen H (1996) Speaker Adaptation of Hidden Markov Models using Maximum Likelihood Linear Regression. RIS download Bibtex download

Working papers

  • Pan Y, Mirheidari B, Reuber M, Venneri A, Blackburn D & Christensen H (2019) Automatic Hierarchical Attention Neural Network for Detecting AD. RIS download Bibtex download

Datasets

  • Nicolao M, Hain T, Christensen H, Green P & Cunningham S . RIS download Bibtex download

Other

  • Christensen H & Barker J (2009) Simultaneous Tracking of Perceiver Movements and Speaker Changes Using Head-Centered, Binaural Data. RIS download Bibtex download
  • Christensen H, Barker J, Lu Y-C, Xavier J, Caseiro R & Araújo H (2009) POPeye: Real-time, binaural sound source localisation on an audio-visual robot-head. RIS download Bibtex download

Preprints

  • Mirheidari B, Bittar A, Cummins N, Downs J, Fisher HL & Christensen H (2022) Automatic Detection of Expressed Emotion from Five-Minute Speech Samples: Challenges and Opportunities, arXiv. RIS download Bibtex download
  • Mirheidari B, Pan Y, Blackburn D, O'Malley R, Walker T, Venneri A, Reuber M & Christensen H (2020) Data augmentation using generative networks to identify dementia, arXiv. RIS download Bibtex download
  • Mirheidari B, Pan Y, Walker T, Reuber M, Venneri A, Blackburn D & Christensen H (2019) Detecting Alzheimer's Disease by estimating attention and elicitation path through the alignment of spoken picture descriptions with the picture prompt, arXiv. RIS download Bibtex download
  • Mirheidari B, Pan Y, Walker T, Reuber M, Venneri A, Blackburn D & Christensen H (2019) Detecting Alzheimer's Disease by estimating attention and elicitation path through the alignment of spoken picture descriptions with the picture prompt.. RIS download Bibtex download
  • Easton K, Potter S, Bec R, Bennion M, Christensen H, Grindell C, Mirheidari B, Weich S, de Witte L, Wolstenholme D & Hawley MS () . RIS download Bibtex download
Grants

Current Grants

  • The automated coding of expressed emotion to enhance clinical and epidemiological mental health research in adolescence, MRC, 11/2022 - 10/2024, £379,598, as Co-PI

  • CcHAT: CognoSpeak: a Cognitive Health Assessment Tool, NIHR, 02/2022 - 01/2025, £1,357,247, as Co-I

  • , EPSRC, 04/2019 - 09/2027, £5,508,850, as Co-PI

  • Deep learning of articulatory-based representations of dysarthric speech, Google, 02/2016 - 12/2025, £46,624, as PI

  • Design and development of CognoMND, LifeArc, 01/07/2024 - 30/06/2027, £209,000 as Co-PI

Previous Grants

  • Interdisciplinary project on COMPutational Assessment of Stroke Survivors (COMPASS), Rosetrees Trust, 02/2020 - 08/2024, £124,864, as PI

  • CognoSpeak-eQMS, EPSRC, 01/01/2023 - 31/12/2023, £22,904, as PI

  • Participatory co-design of a platform for collecting atypical speech data, Research England, 03/2022 - 07/2022, £19,692, as Co-PI

  • CognoSpeak UX, Research England, 06/2021 - 02/2022, £27,694, as PI

  • COMPASS: COMPutational Assessment of Stroke Survivors, Research England, 11/2019 - 06/2020, £48,886, as PI

  • COCOA: COmputerised COgnitive Assessment, MRC, 10/2018 to 09/2019, £49,513, as PI

  • TAPAS: , EU H2020, 11/2017 - 09/2022, £468,000, as PI

  • CloudVent: Cloud-based speech recognition for people with paralysis using ventilators, RCUK, 10/2015 - 04/2016, £360,000, as Co-PI

Professional activities and memberships
  • Member of the  research group
  • Member of the ISCA Diversity Committee
  • Co-organiser of ASRU 2021
  • Co-organiser of Interspeech 2023