John Harvill
9 papers · 2021–2024 · 4 venues · across top CS/AI venues
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (28) π Renaissance Researcher (6) π Trend Setter
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Machine Learning
(6)
Speech & Audio
(4)
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Learning Types Β· Machine Learning
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Learning Types Β· Deep Learning
(3)
Analysis
(2)
Recognition
(2)
Resources & Methods
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Interdisciplinary
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Knowledge & Reasoning
(1)
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Keywords
automatic speech recognition
(2)
data augmentation
(2)
adversarial learning
(1)
transfer learning
(1)
entropy minimization
(1)
self-supervised learning
(1)
speech recognition
(1)
test-time adaptation
(1)
word sense disambiguation
(1)
lexical semantics
(1)
cross-lingual transfer
(1)
speech processing
(1)
text generation
(1)
autoregressive generation
(1)
few-shot learning
(1)
one-shot learning
(1)
adversarial training
(1)
spectral augmentation
(1)
graph representation
(1)
information theory
(1)
Papers
LI-TTA: Language Informed Test-Time Adaptation for Automatic Speech Recognition
Interspeech 2024
INTapt: Information-Theoretic Adversarial Prompt Tuning for Enhanced Non-Native Speech Recognition
ACL 2023
Mitigating the Exposure Bias in Sentence-Level Grapheme-to-Phoneme (G2P) Transduction
Interspeech 2023
One-Shot and Few-Shot Exemplification Modeling
EMNLP 2023
One-Shot Exemplification Modeling via Latent Sense Representations
ACL 2023
Frame-Level Stutter Detection
Interspeech 2022
SMSMix: Sense-Maintained Sentence Mixup for Word Sense Disambiguation
EMNLP 2022
Syn2Vec: Synset Colexification Graphs for Lexical Semantic Similarity
NAACL 2022
Classification of COVID-19 from Cough Using Autoregressive Predictive Coding Pretraining and Spectral Data Augmentation
Interspeech 2021