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Heidi Christensen
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2020 – today
- 2023
- [c65]Bahman Mirheidari, Ronan O'Malley, Daniel Blackburn
, Heidi Christensen
:
Identifying People with Mild Cognitive Impairment at Risk of Developing Dementia using Speech Analysis. ASRU 2023: 1-6 - [c64]Fatimah Alzahrani, Bahman Mirheidari, Daniel Blackburn
, Steve Maddock, Heidi Christensen
:
Investigating Visual Features for Cognitive Impairment Detection Using In-the-wild Data. FG 2023: 1-8 - [c63]Sebastian Ellis, Stefan Goetze
, Heidi Christensen
:
Moving Towards Non-Binary Gender Identification Via Analysis of System Errors in Binary Gender Classification. ICASSP 2023: 1-5 - 2022
- [j14]Zhengjun Yue
, Erfan Loweimi
, Heidi Christensen
, Jon Barker, Zoran Cvetkovic
:
Acoustic Modelling From Raw Source and Filter Components for Dysarthric Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 30: 2968-2980 (2022) - [c62]Zhengjun Yue, Erfan Loweimi, Zoran Cvetkovic, Heidi Christensen
, Jon Barker:
Multi-Modal Acoustic-Articulatory Feature Fusion For Dysarthric Speech Recognition. ICASSP 2022: 7372-7376 - [c61]Zhengjun Yue, Erfan Loweimi, Heidi Christensen
, Jon Barker, Zoran Cvetkovic:
Dysarthric Speech Recognition From Raw Waveform with Parametric CNNs. INTERSPEECH 2022: 31-35 - [c60]Bahman Mirheidari, André Bittar, Nicholas Cummins
, Johnny Downs
, Helen L. Fisher, Heidi Christensen
:
Automatic Detection of Expressed Emotion from Five-Minute Speech Samples: Challenges and Opportunities. INTERSPEECH 2022: 2458-2462 - [c59]Bahman Mirheidari, Daniel Blackburn
, Heidi Christensen
:
Automatic cognitive assessment: Combining sparse datasets with disparate cognitive scores. INTERSPEECH 2022: 2463-2467 - [c58]Samuel Hollands
, Daniel Blackburn
, Heidi Christensen
:
Evaluating the Performance of State-of-the-Art ASR Systems on Non-Native English using Corpora with Extensive Language Background Variation. INTERSPEECH 2022: 3958-3962 - [i3]Bahman Mirheidari, André Bittar, Nicholas Cummins
, Johnny Downs
, Helen L. Fisher, Heidi Christensen
:
Automatic Detection of Expressed Emotion from Five-Minute Speech Samples: Challenges and Opportunities. CoRR abs/2203.17242 (2022) - 2021
- [j13]Lubna Alhinti
, Heidi Christensen
, Stuart P. Cunningham:
Acoustic differences in emotional speech of people with dysarthria. Speech Commun. 126: 44-60 (2021) - [c57]Fatimah Alzahrani, Bahman Mirheidari, Daniel Blackburn
, Steve Maddock, Heidi Christensen
:
Eye Blink Rate Based Detection of Cognitive Impairment Using In-the-wild Data. ACII 2021: 1-8 - [c56]Yilin Pan, Venkata Srikanth Nallanthighal, Daniel Blackburn
, Heidi Christensen
, Aki Härmä
:
Multi-Task Estimation of Age and Cognitive Decline from Speech. ICASSP 2021: 7258-7262 - [c55]Heidi Christensen:
Towards Automatic Speech Recognition for People with Atypical Speech. Interspeech 2021 - [c54]Bahman Mirheidari, Yilin Pan, Daniel Blackburn
, Ronan O'Malley, Heidi Christensen
:
Identifying Cognitive Impairment Using Sentence Representation Vectors. Interspeech 2021: 2941-2945 - [c53]Zhengjun Yue, Jon Barker, Heidi Christensen
, Cristina McKean
, Elaine Ashton, Yvonne Wren, Swapnil Gadgil, Rebecca Bright:
Parental Spoken Scaffolding and Narrative Skills in Crowd-Sourced Storytelling Samples of Young Children. Interspeech 2021: 2946-2950 - [c52]Yilin Pan, Bahman Mirheidari, Jennifer M. Harris, Jennifer C. Thompson
, Matthew Jones, Julie S. Snowden, Daniel Blackburn
, Heidi Christensen
:
Using the Outputs of Different Automatic Speech Recognition Paradigms for Acoustic- and BERT-Based Alzheimer's Dementia Detection Through Spontaneous Speech. Interspeech 2021: 3810-3814 - [c51]Dalia Attas
, Bahman Mirheidari, Daniel Blackburn
, Annalena Venneri, Traci Walker
, Kirsty Harkness, Markus Reuber, Chris Blackmore, Heidi Christensen
:
Predicting Levels of Depression and Anxiety in People with Neurodegenerative Memory Complaints Presenting with Confounding Symptoms. SAI (3) 2021: 58-69 - 2020
- [c50]Zhengjun Yue, Feifei Xiong, Heidi Christensen
, Jon Barker:
Exploring Appropriate Acoustic and Language Modelling Choices for Continuous Dysarthric Speech Recognition. ICASSP 2020: 6094-6098 - [c49]Feifei Xiong, Jon Barker, Zhengjun Yue, Heidi Christensen
:
Source Domain Data Selection for Improved Transfer Learning Targeting Dysarthric Speech Recognition. ICASSP 2020: 7424-7428 - [c48]Nicholas Cummins
, Yilin Pan, Zhao Ren, Julian Fritsch, Venkata Srikanth Nallanthighal, Heidi Christensen
, Daniel Blackburn
, Björn W. Schuller, Mathew Magimai-Doss, Helmer Strik, Aki Härmä
:
A Comparison of Acoustic and Linguistics Methodologies for Alzheimer's Dementia Recognition. INTERSPEECH 2020: 2182-2186 - [c47]Bahman Mirheidari, Daniel Blackburn
, Ronan O'Malley, Annalena Venneri, Traci Walker
, Markus Reuber, Heidi Christensen
:
Improving Cognitive Impairment Classification by Generative Neural Network-Based Feature Augmentation. INTERSPEECH 2020: 2527-2531 - [c46]Zhengjun Yue, Heidi Christensen
, Jon Barker:
Autoencoder Bottleneck Features with Multi-Task Optimisation for Improved Continuous Dysarthric Speech Recognition. INTERSPEECH 2020: 4581-4585 - [c45]Yilin Pan, Bahman Mirheidari, Zehai Tu, Ronan O'Malley, Traci Walker
, Annalena Venneri, Markus Reuber, Daniel Blackburn
, Heidi Christensen
:
Acoustic Feature Extraction with Interpretable Deep Neural Network for Neurodegenerative Related Disorder Classification. INTERSPEECH 2020: 4806-4810 - [c44]Lubna Alhinti
, Stuart P. Cunningham, Heidi Christensen
:
Recognising Emotions in Dysarthric Speech Using Typical Speech Data. INTERSPEECH 2020: 4821-4825 - [c43]Yilin Pan, Bahman Mirheidari, Markus Reuber, Annalena Venneri, Daniel Blackburn
, Heidi Christensen
:
Improving Detection of Alzheimer's Disease Using Automatic Speech Recognition to Identify High-Quality Segments for More Robust Feature Extraction. INTERSPEECH 2020: 4961-4965 - [i2]Bahman Mirheidari, Yilin Pan, Daniel Blackburn
, Ronan O'Malley, Traci Walker, Annalena Venneri, Markus Reuber, Heidi Christensen
:
Data augmentation using generative networks to identify dementia. CoRR abs/2004.05989 (2020)
2010 – 2019
- 2019
- [j12]Bahman Mirheidari
, Daniel Blackburn
, Traci Walker
, Markus Reuber, Heidi Christensen
:
Dementia detection using automatic analysis of conversations. Comput. Speech Lang. 53: 65-79 (2019) - [c42]Bahman Mirheidari, Daniel Blackburn
, Ronan O'Malley, Traci Walker
, Annalena Venneri, Markus Reuber, Heidi Christensen
:
Computational Cognitive Assessment: Investigating the Use of an Intelligent Virtual Agent for the Detection of Early Signs of Dementia. ICASSP 2019: 2732-2736 - [c41]Feifei Xiong, Jon Barker, Heidi Christensen
:
Phonetic Analysis of Dysarthric Speech Tempo and Applications to Robust Personalised Dysarthric Speech Recognition. ICASSP 2019: 5836-5840 - [c40]Yilin Pan, Bahman Mirheidari, Markus Reuber, Annalena Venneri, Daniel Blackburn
, Heidi Christensen
:
Automatic Hierarchical Attention Neural Network for Detecting AD. INTERSPEECH 2019: 4105-4109 - [e2]Heidi Christensen, Kristy Hollingshead, Emily Prud'hommeaux, Frank Rudzicz, Keith Vertanen:
Proceedings of the Eighth Workshop on Speech and Language Processing for Assistive Technologies, SLPAT@NAACL-HLT 2019, Minneapolis, MN, USA, June 7, 2019. Association for Computational Linguistics 2019, ISBN 978-1-950737-08-6 [contents] - [i1]Bahman Mirheidari, Yilin Pan, Traci Walker, Markus Reuber, Annalena Venneri, Daniel Blackburn
, Heidi Christensen
:
Detecting Alzheimer's Disease by estimating attention and elicitation path through the alignment of spoken picture descriptions with the picture prompt. CoRR abs/1910.00515 (2019) - 2018
- [j11]Juan Rafael Orozco-Arroyave
, Juan Camilo Vásquez-Correa
, Jesús Francisco Vargas-Bonilla
, Raman Arora, Najim Dehak
, Phani S. Nidadavolu, Heidi Christensen
, Frank Rudzicz
, Maria Yancheva, Hamid R. Chinaei, Alyssa Vann, Nikolai Vogler, Tobias Bocklet, Milos Cernak, Julius Hannink, Elmar Nöth:
NeuroSpeech: An open-source software for Parkinson's speech analysis. Digit. Signal Process. 77: 207-221 (2018) - [j10]Juan Rafael Orozco-Arroyave, Juan Camilo Vásquez-Correa
, Jesús Francisco Vargas-Bonilla
, Raman Arora, Najim Dehak
, Phani S. Nidadavolu, Heidi Christensen
, Frank Rudzicz
, Maria Yancheva, Hamid R. Chinaei, Alyssa Vann, Nikolai Vogler, Tobias Bocklet, Milos Cernak, Julius Hannink, Elmar Nöth:
NeuroSpeech. SoftwareX 8: 69-70 (2018) - [c39]Feifei Xiong, Jon Barker, Heidi Christensen:
Deep Learning of Articulatory-Based Representations and Applications for Improving Dysarthric Speech Recognition. ITG Symposium on Speech Communication 2018: 1-5 - [c38]Mashael M. AlSaleh, Roger K. Moore
, Heidi Christensen
, Mahnaz Arvaneh:
Discriminating Between Imagined Speech and Non-Speech Tasks Using EEG. EMBC 2018: 1952-1955 - [c37]Bahman Mirheidari, Daniel Blackburn
, Traci Walker
, Annalena Venneri, Markus Reuber, Heidi Christensen
:
Detecting Signs of Dementia Using Word Vector Representations. INTERSPEECH 2018: 1893-1897 - [c36]Mashael M. AlSaleh, Roger K. Moore
, Heidi Christensen
, Mahnaz Arvaneh:
Examining Temporal Variations in Recognizing Unspoken Words Using EEG Signals. SMC 2018: 976-981 - 2017
- [j9]Milos Cernak, Juan Rafael Orozco-Arroyave, Frank Rudzicz
, Heidi Christensen
, Juan Camilo Vásquez-Correa
, Elmar Nöth:
Characterisation of voice quality of Parkinson's disease using differential phonological posterior features. Comput. Speech Lang. 46: 196-208 (2017) - [c35]Massimiliano Malavasi, Enrico Turri, José Joaquín Atria, Heidi Christensen
, Ricard Marxer
, Lorenzo Desideri, André Coy, Fabio Tamburini, Phil D. Green:
An Innovative Speech-Based User Interface for Smarthomes and IoT Solutions to Help People with Speech and Motor Disabilities. AAATE Conf. 2017: 306-313 - [c34]Stuart P. Cunningham
, Phil D. Green, Heidi Christensen
, José Joaquín Atria, André Coy, Massimiliano Malavasi, Lorenzo Desideri, Frank Rudzicz
:
Cloud-Based Speech Technology for Assistive Technology Applications (CloudCAST). AAATE Conf. 2017: 322-329 - [c33]Juan Camilo Vásquez-Correa
, Juan Rafael Orozco-Arroyave, Raman Arora, Elmar Nöth, Najim Dehak
, Heidi Christensen
, Frank Rudzicz
, Tobias Bocklet, Milos Cernak, Hamid R. Chinaei, Julius Hannink, Phani Sankar Nidadavolu, Maria Yancheva, Alyssa Vann, Nikolai Vogler:
Multi-view representation learning via gcca for multimodal analysis of Parkinson's disease. ICASSP 2017: 2966-2970 - [c32]Milos Cernak, Elmar Nöth, Frank Rudzicz
, Heidi Christensen
, Juan Rafael Orozco-Arroyave, Raman Arora, Tobias Bocklet, Hamidreza Chinaei, Julius Hannink
, Phani Sankar Nidadavolu, Juan Camilo Vásquez-Correa
, Maria Yancheva, Alyssa Vann, Nikolai Vogler:
On the impact of non-modal phonation on phonological features. ICASSP 2017: 5090-5094 - [c31]Sabah Al-Hameed, Mohammed Benaissa, Heidi Christensen
:
Detecting and Predicting Alzheimer's Disease Severity in Longitudinal Acoustic Data. ICBRA 2017: 57-61 - [c30]Bahman Mirheidari, Daniel Blackburn
, Kirsty Harkness, Traci Walker
, Annalena Venneri, Markus Reuber, Heidi Christensen
:
An Avatar-Based System for Identifying Individuals Likely to Develop Dementia. INTERSPEECH 2017: 3147-3151 - 2016
- [c29]Mashael M. AlSaleh, Mahnaz Arvaneh
, Heidi Christensen
, Roger K. Moore
:
Brain-computer interface technology for speech recognition: A review. APSIPA 2016: 1-5 - [c28]Massimiliano Malavasi, Enrico Turri, Maria Rosaria Motolese, Ricard Marxer
, Jochen Farwer, Heidi Christensen
, Lorenzo Desideri
, Fabio Tamburini, Phil D. Green:
An Innovative Speech-Based Interface to Control AAL and IoT Solutions to Help People with Speech and Motor Disability. ForItAAL 2016: 269-278 - [c27]Bahman Mirheidari, Daniel Blackburn
, Markus Reuber, Traci Walker
, Heidi Christensen
:
Diagnosing People with Dementia Using Automatic Conversation Analysis. INTERSPEECH 2016: 1220-1224 - [c26]Phil D. Green, Ricard Marxer
, Stuart P. Cunningham
, Heidi Christensen
, Frank Rudzicz
, Maria Yancheva, André Coy, Massimiliano Malavasi, Lorenzo Desideri
, Fabio Tamburini:
CloudCAST - Remote Speech Technology for Speech Professionals. INTERSPEECH 2016: 1608-1612 - [c25]Mauro Nicolao, Heidi Christensen, Stuart P. Cunningham, Phil D. Green, Thomas Hain:
A Framework for Collecting Realistic Recordings of Dysarthric Speech - the homeService Corpus. LREC 2016 - 2015
- [j8]Heidi Christensen
, Frank Rudzicz
, François Portet
, Jan Alexandersson:
Perspectives on Speech and Language Interaction for Daily Assistive Technology: Introduction to Part 1 of the Special Issue. ACM Trans. Access. Comput. 6(3): 7:1-7:3 (2015) - [j7]David Martínez González
, Eduardo Lleida
, Phil D. Green
, Heidi Christensen
, Alfonso Ortega
, Antonio Miguel:
Intelligibility Assessment and Speech Recognizer Word Accuracy Rate Prediction for Dysarthric Speakers in a Factor Analysis Subspace. ACM Trans. Access. Comput. 6(3): 10:1-10:21 (2015) - [j6]Frank Rudzicz
, Heidi Christensen
, François Portet
, Jan Alexandersson:
Perspectives on Speech and Language Interaction for Daily Assistive Technology: Introduction to Part 2 - Speaking and Reading Aids. ACM Trans. Access. Comput. 6(4): 11:1-11:2 (2015) - [j5]François Portet
, Heidi Christensen
, Frank Rudzicz
, Jan Alexandersson:
Perspectives on Speech and Language Interaction for Daily Assistive Technology: Overall Introduction to the Special Issue Part 3. ACM Trans. Access. Comput. 7(2): 4:1-4:8 (2015) - [c24]Iñigo Casanueva, Thomas Hain
, Heidi Christensen
, Ricard Marxer, Phil D. Green:
Knowledge transfer between speakers for personalised dialogue management. SIGDIAL Conference 2015: 12-21 - [c23]Phil D. Green, Ricard Marxer, Stuart P. Cunningham, Heidi Christensen
, Frank Rudzicz, Maria Yancheva, André Coy, Massimiliano Malavasi, Lorenzo Desideri:
Remote Speech Technology for Speech Professionals - the CloudCAST initiative. SLPAT@Interspeech 2015: 97-102 - [e1]Jan Alexandersson, M. Ercan Altinsoy, Heidi Christensen, Peter Ljunglöf, François Portet, Frank Rudzicz:
Proceedings of the 6th Workshop on Speech and Language Processing for Assistive Technologies, SLPAT@Interspeech 2015, Dresden, Germany, September 11, 2015. Association for Computational Linguistics 2015, ISBN 978-1-941643-79-2 [contents] - 2014
- [c22]I. Casanueva, Heidi Christensen
, Thomas Hain
, Phil D. Green:
Adaptive speech recognition and dialogue management for users with speech disorders. INTERSPEECH 2014: 1033-1037 - [c21]Heidi Christensen
, I. Casanueva, Stuart P. Cunningham
, Phil D. Green
, Thomas Hain
:
Automatic selection of speakers for improved acoustic modelling: recognition of disordered speech with sparse data. SLT 2014: 254-259 - 2013
- [j4]Jon Barker
, Emmanuel Vincent, Ning Ma
, Heidi Christensen
, Phil D. Green
:
The PASCAL CHiME speech separation and recognition challenge. Comput. Speech Lang. 27(3): 621-633 (2013) - [j3]Ning Ma
, Jon Barker
, Heidi Christensen
, Phil D. Green
:
A hearing-inspired approach for distant-microphone speech recognition in the presence of multiple sources. Comput. Speech Lang. 27(3): 820-836 (2013) - [c20]Heidi Christensen, Phil D. Green, Thomas Hain:
Learning speaker-specific pronunciations of disordered speech. INTERSPEECH 2013: 1159-1163 - [c19]David Martínez González, Phil D. Green, Heidi Christensen:
Dysarthria intelligibility assessment in a factor analysis total variability space. INTERSPEECH 2013: 2133-2137 - [c18]Heidi Christensen
, Magda B. Aniol, Peter Bell, Phil D. Green, Thomas Hain
, Simon King, Pawel Swietojanski:
Combining in-domain and out-of-domain speech data for automatic recognition of disordered speech. INTERSPEECH 2013: 3642-3645 - [c17]Heidi Christensen, Iñigo Casanueva, Stuart P. Cunningham, Phil D. Green, Thomas Hain:
homeService: Voice-enabled assistive technology in the home using cloud-based automatic speech recognition. SLPAT 2013: 29-34 - 2012
- [j2]Ning Ma
, Jon Barker
, Heidi Christensen
, Phil D. Green
:
Combining Speech Fragment Decoding and Adaptive Noise Floor Modeling. IEEE Trans. Speech Audio Process. 20(3): 818-827 (2012) - [c16]Heidi Christensen, Stuart P. Cunningham, Charles Fox, Phil D. Green, Thomas Hain:
A comparative study of adaptive, automatic recognition of disordered speech. INTERSPEECH 2012: 1776-1779 - 2011
- [c15]Ning Ma, Jon Barker, Heidi Christensen, Phil D. Green:
Binaural Cues for Fragment-Based Speech Recognition in Reverberant Multisource Environments. INTERSPEECH 2011: 1657-1660 - 2010
- [c14]Heidi Christensen, Jon Barker:
Speaker turn tracking with mobile microphones: Combining location and pitch information. EUSIPCO 2010: 954-958 - [c13]Ning Ma, Jon Barker, Heidi Christensen, Phil D. Green:
Distant microphone speech recognition in a noisy indoor environment: combining soft missing data and speech fragment decoding. SAPA@INTERSPEECH 2010: 19-24 - [c12]Heidi Christensen, Jon Barker, Ning Ma, Phil D. Green:
The CHiME corpus: a resource and a challenge for computational hearing in multisource environments. INTERSPEECH 2010: 1918-1921
2000 – 2009
- 2009
- [c11]Heidi Christensen
, Ning Ma
, Stuart N. Wrigley
, Jon Barker
:
A speech fragment approach to localising multiple speakers in reverberant environments. ICASSP 2009: 4593-4596 - [c10]Heidi Christensen, Jon Barker:
Using location cues to track speaker changes from mobile, binaural microphones. INTERSPEECH 2009: 140-143 - 2008
- [j1]Heidi Christensen
, Yoshihiko Gotoh, Steve Renals
:
A Cascaded Broadcast News Highlighter. IEEE Trans. Speech Audio Process. 16(1): 151-161 (2008) - [c9]Elise Arnaud, Heidi Christensen
, Yan-Chen Lu, Jon Barker
, Vasil Khalidov, Miles E. Hansard, Bertrand Holveck, Hervé Mathieu, Ramya Narasimha, Elise Taillant, Florence Forbes, Radu Horaud:
The CAVA corpus: synchronised stereoscopic and binaural datasets with head movements. ICMI 2008: 109-116 - 2007
- [c8]Yan-Chen Lu, Martin Cooke, Heidi Christensen:
Active binaural distance estimation for dynamic sources. INTERSPEECH 2007: 574-577 - [c7]Heidi Christensen
, Ning Ma
, Stuart N. Wrigley
, Jon Barker:
Integrating pitch and localisation cues at a speech fragment level. INTERSPEECH 2007: 2769-2772 - 2005
- [c6]Heidi Christensen
, BalaKrishna Kolluru, Yoshihiko Gotoh, Steve Renals
:
Maximum entropy segmentation of broadcast news. ICASSP (1) 2005: 1029-1032 - [c5]BalaKrishna Kolluru, Heidi Christensen
, Yoshihiko Gotoh:
Multi-stage compaction approach to broadcast news summarisation. INTERSPEECH 2005: 69-72 - 2004
- [c4]Heidi Christensen
, BalaKrishna Kolluru, Yoshihiko Gotoh, Steve Renals
:
From Text Summarisation to Style-Specific Summarisation for Broadcast News. ECIR 2004: 223-237 - 2001
- [c3]Heidi Christensen, Børge Lindberg, Ove Andersen:
Introducing phonetically motivated information into ASR. INTERSPEECH 2001: 2289-2292 - 2000
- [c2]Heidi Christensen
, Børge Lindberg, Ove Andersen:
Employing heterogeneous information in a multi-stream framework. ICASSP 2000: 1571-1574 - [c1]Heidi Christensen, Børge Lindberg, Ove Andersen:
Noise robustness of heterogeneous features employing minimum classification error feature space transformations. INTERSPEECH 2000: 534-537
Coauthor Index
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