Qiantong Xu
15 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (23) π Academic Marathon Β· Sprint π Century Club Β· Bronze
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Research topics
Machine Learning
(9)
Speech & Audio
(9)
Recognition
(9)
Learning Types
(7)
Deep Learning
(6)
Architectures
(4)
Natural Language Processing
(3)
Application Areas
(3)
Artificial Intelligence
(2)
Learning Paradigms
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Resources & Methods
(2)
Techniques
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Applications
(1)
Keywords
automatic speech recognition
(6)
semi-supervised learning
(3)
wav2vec 2.0
(3)
self-supervised learning
(3)
speech recognition
(2)
domain generalization
(2)
language model
(2)
convolutional neural network
(2)
time-depth separable convolution
(2)
connectionist temporal classification
(2)
model robustness
(1)
cross-lingual transfer
(1)
language modeling
(1)
multimodal learning
(1)
convex optimization
(1)
benchmark evaluation
(1)
data augmentation
(1)
machine translation
(1)
acoustic modeling
(1)
computational efficiency
(1)
Papers
SambaLingo: Teaching Large Language Models New Languages
EMNLP 2024
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language
ICML 2022
Flashlight: Enabling Innovation in Tools for Machine Learning
ICML 2022
Simple and Effective Zero-shot Cross-lingual Phoneme Recognition
Interspeech 2022
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale
Interspeech 2022
CAPE: Encoding Relative Positions with Continuous Augmented Positional Embeddings
NeurIPS 2021
Rethinking Evaluation in ASR: Are Our Models Robust Enough?
Interspeech 2021
Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training
Interspeech 2021
slimIPL: Language-Model-Free Iterative Pseudo-Labeling
Interspeech 2021
Iterative Pseudo-Labeling for Speech Recognition
Interspeech 2020
MLS: A Large-Scale Multilingual Dataset for Speech Research
Interspeech 2020
Scaling Up Online Speech Recognition Using ConvNets
Interspeech 2020
Self-Training for End-to-End Speech Translation
Interspeech 2020
Spectral Frank-Wolfe Algorithm: Strict Complementarity and Linear Convergence
ICML 2020
Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions
Interspeech 2019