Thomas Niesler
14 papers · 2016–2024 · 2 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (20) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🌈
Renaissance Researcher
(7)
❓
The Questioner
🚀
Conference Pioneer
💎
Century Club · Bronze
🗃️
Keyword Collector
(57)
Venues
Top co-authors
Research topics
Machine Learning
(9)
Speech & Audio
(9)
Recognition
(8)
Learning Types
(6)
Core Methods
(4)
Deep Learning
(3)
Artificial Intelligence
(2)
Analysis
(2)
Architectures
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Keywords
automatic speech recognition
(7)
under-resourced language
(4)
acoustic model
(3)
language model
(3)
semi-supervised training
(3)
speech recognition
(3)
keyword spotting
(3)
dynamic time warping
(2)
pre-trained model
(2)
code-switched speech
(2)
low-resource language
(2)
word error rate
(2)
zero-resource learning
(2)
audio classification
(1)
resource allocation
(1)
attention mechanism
(1)
mixed integer programming
(1)
language recognition
(1)
language modeling
(1)
long short-term memory
(1)
Papers
A Transformer-Based Voice Activity Detector
Interspeech 2024
Automatic Partitioning of a Code-Switched Speech Corpus Using Mixed-Integer Programming
COLING 2024
Improving Under-Resourced Code-Switched Speech Recognition: Large Pre-trained Models or Architectural Interventions
Interspeech 2023
TB or not TB? Acoustic cough analysis for tuberculosis classification
Interspeech 2022
Feature Exploration for Almost Zero-Resource ASR-Free Keyword Spotting Using a Multilingual Bottleneck Extractor and Correspondence Autoencoders
Interspeech 2019
Improved Low-Resource Somali Speech Recognition by Semi-Supervised Acoustic and Language Model Training
Interspeech 2019
Improving Automatically Induced Lexicons for Highly Agglutinating Languages Using Data-Driven Morphological Segmentation
Interspeech 2019
Semi-Supervised Acoustic Model Training for Five-Lingual Code-Switched ASR
Interspeech 2019
Building a Unified Code-Switching ASR System for South African Languages
Interspeech 2018
Fast ASR-free and Almost Zero-resource Keyword Spotting Using DTW and CNNs for Humanitarian Monitoring
Interspeech 2018
Multilingual Neural Network Acoustic Modelling for ASR of Under-Resourced English-isiZulu Code-Switched Speech
Interspeech 2018
Synthesising isiZulu-English Code-Switch Bigrams Using Word Embeddings
Interspeech 2017
Very Low Resource Radio Browsing for Agile Developmental and Humanitarian Monitoring
Interspeech 2017
The Effect of Postlexical Deletion on Automatic Speech Recognition in Fast Spontaneously Spoken Zulu
Interspeech 2016