Ewan Dunbar
16 papers · 2017–2025 · 6 venues · across top CS/AI venues
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Research topics
Deep Learning
(10)
Machine Learning
(10)
Speech & Audio
(10)
Core Methods
(7)
Learning Types Β· Deep Learning
(7)
Analysis
(6)
Learning Types Β· Machine Learning
(6)
Artificial Intelligence
(4)
Recognition
(4)
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(3)
Natural Language Processing
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Keywords
self-supervised learning
(3)
speech representation
(3)
unsupervised learning
(3)
speech perception
(3)
speech synthesis
(2)
speech representation learning
(2)
contrastive predictive coding
(2)
word embedding
(2)
phone discrimination
(2)
speech recognition
(1)
phonetic analysis
(1)
speaker verification
(1)
acoustic modeling
(1)
iterative refinement
(1)
benchmark evaluation
(1)
automatic speech recognition
(1)
acoustic model
(1)
multimodal learning
(1)
neural representation
(1)
acoustic representation
(1)
Papers
Iterative Refinement, Not Training Objective, Makes HuBERT Behave Differently from wav2vec 2.0
Interspeech 2025
The Faetar Speech Recognition Benchmark
Interspeech 2025
Quantifying the Role of Textual Predictability in Automatic Speech Recognition
Interspeech 2024
Evaluating context-invariance in unsupervised speech representations
Interspeech 2023
Do self-supervised speech models develop human-like perception biases?
ACL 2022
Toward a realistic model of speech processing in the brain with self-supervised learning
NeurIPS 2022
Paraphrases do not explain word analogies
EACL 2021
Predicting non-native speech perception using the Perceptual Assimilation Model and state-of-the-art acoustic models
CoNLL 2021
The Zero Resource Speech Challenge 2021: Spoken Language Modelling
Interspeech 2021
Analogies minus analogy test: measuring regularities in word embeddings
CoNLL 2020
Independent and Automatic Evaluation of Speaker-Independent Acoustic-to-Articulatory Reconstruction
Interspeech 2020
Perceptimatic: A Human Speech Perception Benchmark for Unsupervised Subword Modelling
Interspeech 2020
The Zero Resource Speech Challenge 2020: Discovering Discrete Subword and Word Units
Interspeech 2020
RNNs implicitly implement tensor-product representations
ICLR 2019
The Zero Resource Speech Challenge 2019: TTS Without T
Interspeech 2019
Learning Weakly Supervised Multimodal Phoneme Embeddings
Interspeech 2017