Thomas Niesler
Orcid: 0000-0002-7341-1017Affiliations:
- University of Stellenbosch, South Africa
According to our database1,
Thomas Niesler
authored at least 89 papers
between 1996 and 2024.
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Bibliography
2024
Learning to rumble: Automated elephant call classification, detection and endpointing using deep architectures.
CoRR, 2024
Automatic Partitioning of a Code-Switched Speech Corpus Using Mixed-Integer Programming.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
2023
Mathematical Content Browsing for Print-disabled Readers Based on Virtual-world Exploration and Audio-visual Sensory Substitution.
ACM Trans. Access. Comput., June, 2023
Accelerometer-Based Bed Occupancy Detection for Automatic, Non-Invasive Long-Term Cough Monitoring.
IEEE Access, 2023
Improving Under-Resourced Code-Switched Speech Recognition: Large Pre-trained Models or Architectural Interventions.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Bridging Healthcare Barriers with mHealth: A Systematic Review of Tuberculosis Applications and their Limitations.
Proceedings of the 29th Americas Conference on Information Systems, 2023
2022
J. Signal Process. Syst., 2022
Comput. Speech Lang., 2022
Comput. Speech Lang., 2022
CoRR, 2022
COVID-19 detection in cough, breath and speech using deep transfer learning and bottleneck features.
Comput. Biol. Medicine, 2022
Code-Switched Language Modelling Using a Code Predictive Lstm in Under-Resourced South African Languages.
Proceedings of the IEEE Spoken Language Technology Workshop, 2022
Fine-Tuned Self-supervised Speech Representations for Language Diarization in Multilingual Code-Switched Speech.
Proceedings of the Artificial Intelligence Research - Third Southern African Conference, 2022
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Wake-Cough: cough spotting and cougher identification for personalised long-term cough monitoring.
Proceedings of the 30th European Signal Processing Conference, 2022
2021
Machine Learning based COVID-19 Detection from Smartphone Recordings: Cough, Breath and Speech.
CoRR, 2021
Automatic Cough Classification for Tuberculosis Screening in a Real-World Environment.
CoRR, 2021
COVID-19 cough classification using machine learning and global smartphone recordings.
Comput. Biol. Medicine, 2021
Proceedings of the Speech and Computer - 23rd International Conference, 2021
Optimised Code-Switched Language Model Data Augmentation in Four Under-Resourced South African Languages.
Proceedings of the Speech and Computer - 23rd International Conference, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Deep Neural Network Based Cough Detection Using Bed-Mounted Accelerometer Measurements.
Proceedings of the IEEE International Conference on Acoustics, 2021
Machine Learning Prediction of Hospitalization due to COVID-19 based on Self-Reported Symptoms: A Study for Brazil.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021
2020
Multilingual Bottleneck Features for Improving ASR Performance of Code-Switched Speech in Under-Resourced Languages.
CoRR, 2020
Semi-supervised Acoustic Modelling for Five-lingual Code-switched ASR using Automatically-segmented Soap Opera Speech.
Proceedings of the 1st Joint Workshop on Spoken Language Technologies for Under-resourced languages and Collaboration and Computing for Under-Resourced Languages, 2020
Proceedings of the 2020 IFIP Networking Conference, 2020
Semi-supervised Development of ASR Systems for Multilingual Code-switched Speech in Under-resourced Languages.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Interactive Image Exploration for Visually Impaired Readers using Audio-augmented Touch Gestures.
Proceedings of the 24th International Conference on Information Visualisation, 2020
Semi-supervised acoustic and language model training for English-isiZulu code-switched speech recognition.
Proceedings of the The 4th Workshop on Computational Approaches to Code Switching, 2020
2019
EURASIP J. Audio Speech Music. Process., 2019
Synthesised bigrams using word embeddings for code-switched ASR of four South African language pairs.
Comput. Speech Lang., 2019
Automatic sub-word unit discovery and pronunciation lexicon induction for ASR with application to under-resourced languages.
Comput. Speech Lang., 2019
Feature Exploration for Almost Zero-Resource ASR-Free Keyword Spotting Using a Multilingual Bottleneck Extractor and Correspondence Autoencoders.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Improved Low-Resource Somali Speech Recognition by Semi-Supervised Acoustic and Language Model Training.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Improving Automatically Induced Lexicons for Highly Agglutinating Languages Using Data-Driven Morphological Segmentation.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
A Comparative Study of Features for Acoustic Cough Detection Using Deep Architectures.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
Almost Zero-Resource ASR-free Keyword Spotting using Multilingual Bottleneck Features and Correspondence Autoencoders.
CoRR, 2018
CoRR, 2018
Cluster Size Management in Multi-Stage Agglomerative Hierarchical Clustering of Acoustic Speech Segments.
CoRR, 2018
ASR-Free CNN-DTW Keyword Spotting Using Multilingual Bottleneck Features for Almost Zero-Resource Languages.
Proceedings of the 6th Intl. Workshop on Spoken Language Technologies for Under-Resourced Languages, 2018
Proceedings of the 6th Intl. Workshop on Spoken Language Technologies for Under-Resourced Languages, 2018
Improving ASR for Code-Switched Speech in Under-Resourced Languages Using Out-of-Domain Data.
Proceedings of the 6th Intl. Workshop on Spoken Language Technologies for Under-Resourced Languages, 2018
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
Fast ASR-free and Almost Zero-resource Keyword Spotting Using DTW and CNNs for Humanitarian Monitoring.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
Multilingual Neural Network Acoustic Modelling for ASR of Under-Resourced English-isiZulu Code-Switched Speech.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
2017
BMC Bioinform., 2017
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
Very Low Resource Radio Browsing for Agile Developmental and Humanitarian Monitoring.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
Energy benefits of on-board behaviour classification for animal-borne sensor applications.
Proceedings of the 2017 IEEE SENSORS, Glasgow, United Kingdom, October 29, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Choosing an integrated radio-frequency module for a wildlife monitoring wireless sensor network.
Proceedings of the IEEE AFRICON 2017, Cape Town, South Africa, September 18-20, 2017, 2017
2016
Automatic Speech Recognition of English-isiZulu Code-switched Speech from South African Soap Operas.
Proceedings of the SLTU-2016, 2016
Refining Sparse Coding Sub-word Unit Inventories with Lattice-constrained Viterbi Training.
Proceedings of the SLTU-2016, 2016
The Effect of Postlexical Deletion on Automatic Speech Recognition in Fast Spontaneously Spoken Zulu.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
2015
Automatic segmentation and clustering of speech using sparse coding and metaheuristic search.
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015
Unconstrained Speech Segmentation using Deep Neural Networks.
Proceedings of the ICPRAM 2015, 2015
Improved visual speech synthesis using dynamic viseme k-means clustering and decision trees.
Proceedings of the Auditory-Visual Speech Processing, 2015
2014
Capitalising on North American speech resources for the development of a South African English large vocabulary speech recognition system.
Comput. Speech Lang., 2014
Proceedings of the Speech and Computer - 16th International Conference, 2014
2013
A dynamic programming framework for neural network-based automatic speech segmentation.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013
2012
Resource development and experiments in automatic south african broadcast news transcription.
Proceedings of the Third Workshop on Spoken Language Technologies for Under-resourced Languages, 2012
2011
Speech Commun., 2011
Readability index as a design criterion for elicited imitation tasks in automatic oral proficiency assessment.
Proceedings of the ISCA International Workshop on Speech and Language Technology in Education, 2011
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011
Multi-Accent Speech Recognition of Afrikaans, Black and White Varieties of South African English.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011
Proceedings of the 17th International Congress of Phonetic Sciences, 2011
2009
Speech Commun., 2009
Comput. Speech Lang., 2009
Proceedings of the ISCA International Workshop on Speech and Language Technology in Education, 2009
Data-driven phonetic comparison and conversion between south african, british and american English pronunciations.
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009
2008
Proceedings of the Odyssey 2008: The Speaker and Language Recognition Workshop, 2008
2007
Speech Commun., 2007
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007
2004
Comparative phonetic analysis and phoneme recognition for Afrikaans, English and Xhosa using the African Speech Technology telephone speech databases.
South Afr. Comput. J., 2004
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004
2003
South Afr. Comput. J., 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2002
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002
1999
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
1998
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
Comparison of part-of-speech and automatically derived category-based language models for speech recognition.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
1996
Proceedings of the 4th International Conference on Spoken Language Processing, 1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996