Haihua Xu
16 papers · 2016–2024 · 2 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (25) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Dynamic Duo
(12)
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Conference Pioneer
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Renaissance Researcher
(5)
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Trend Setter
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Keyword Collector
(73)
Venues
Top co-authors
Research topics
Machine Learning
(13)
Speech & Audio
(10)
Recognition
(10)
Core Methods
(6)
Learning Types Β· Machine Learning
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Application Areas
(4)
Learning Paradigms
(4)
Architectures
(2)
Learning Types Β· Deep Learning
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Analysis
(1)
Keywords
speech recognition
(6)
automatic speech recognition
(5)
code-switching speech recognition
(3)
attention mechanism
(2)
multi-task learning
(2)
deep neural network
(2)
word error rate
(2)
end-to-end learning
(2)
end-to-end model
(2)
shallow fusion
(2)
acoustic model
(2)
internal language model
(2)
monolingual data
(2)
feature extraction
(2)
accent recognition
(2)
semi-supervised learning
(2)
cross-lingual transfer
(1)
data augmentation
(1)
multilingual nlp
(1)
domain adaptation
(1)
Papers
Decoupled Invariant Attention Network for Multivariate Time-series Forecasting
IJCAI 2024
Knowledge Distillation Approach for Efficient Internal Language Model Estimation
Interspeech 2023
Random Utterance Concatenation Based Data Augmentation for Improving Short-video Speech Recognition
Interspeech 2023
Self-supervised Learning Representation based Accent Recognition with Persistent Accent Memory
Interspeech 2023
Internal Language Model Estimation Through Explicit Context Vector Learning for Attention-based Encoder-decoder ASR
Interspeech 2022
E2E-Based Multi-Task Learning Approach to Joint Speech and Accent Recognition
Interspeech 2021
Monolingual Data Selection Analysis for English-Mandarin Hybrid Code-Switching Speech Recognition
Interspeech 2020
Constrained Output Embeddings for End-to-End Code-Switching Speech Recognition with Only Monolingual Data
Interspeech 2019
Enriching Rare Word Representations in Neural Language Models by Embedding Matrix Augmentation
Interspeech 2019
On the End-to-End Solution to Mandarin-English Code-Switching Speech Recognition
Interspeech 2019
Mandarin-English Code-switching Speech Recognition
Interspeech 2018
Study of Semi-supervised Approaches to Improving English-Mandarin Code-Switching Speech Recognition
Interspeech 2018
Rescoring Hypothesized Detections of Out-of-Vocabulary Keywords Using Subword Samples
Interspeech 2016
Semi-Supervised and Cross-Lingual Knowledge Transfer Learnings for DNN Hybrid Acoustic Models Under Low-Resource Conditions
Interspeech 2016
The 2015 NIST Language Recognition Evaluation: The Shared View of I2R, Fantastic4 and SingaMS
Interspeech 2016
Toward High-Performance Language-Independent Query-by-Example Spoken Term Detection for MediaEval 2015: Post-Evaluation Analysis
Interspeech 2016