Tom Ko
30 papers · 2018–2025 · 8 venues · across top CS/AI venues
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Research topics
Machine Learning
(24)
Artificial Intelligence
(18)
Deep Learning
(16)
Speech & Audio
(14)
Core AI
(13)
Learning Types Β· Machine Learning
(13)
Learning Types Β· Deep Learning
(11)
Natural Language Processing
(10)
Core Methods
(9)
Recognition
(9)
Application Areas
(7)
Architectures
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Learning Paradigms
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Applications
(6)
Generation
(4)
Keywords
speech translation
(7)
speech recognition
(4)
data augmentation
(4)
attention mechanism
(3)
speech synthesis
(3)
neural network
(3)
few-shot learning
(2)
low-rank adaptation
(2)
masked language modeling
(2)
speaker embedding
(2)
representation learning
(2)
model adaptation
(2)
knowledge distillation
(2)
machine translation
(2)
speaker verification
(2)
model-agnostic meta-learning
(2)
contrastive learning
(2)
dialogue generation
(2)
model compression
(2)
multimodal learning
(2)
Papers
ComLoRA: A Competitive Learning Approach for Enhancing LoRA
ICLR 2025
HiRA: Parameter-Efficient Hadamard High-Rank Adaptation for Large Language Models
ICLR 2025
Parameter-Efficient Transfer Learning for End-to-end Speech Translation
COLING 2024
PolyVoice: Language Models for Speech to Speech Translation
ICLR 2024
RepCodec: A Speech Representation Codec for Speech Tokenization
ACL 2024
Selective Prompting Tuning for Personalized Conversations with LLMs
ACL 2024
CoBERT: Self-Supervised Speech Representation Learning Through Code Representation Learning
Interspeech 2023
CTC-based Non-autoregressive Speech Translation
ACL 2023
DUB: Discrete Unit Back-translation for Speech Translation
ACL 2023
FINDINGS OF THE IWSLT 2023 EVALUATION CAMPAIGN
ACL 2023
GigaST: A 10,000-hour Pseudo Speech Translation Corpus
Interspeech 2023
Learning Retrieval Augmentation for Personalized Dialogue Generation
EMNLP 2023
Leveraging per Image-Token Consistency for Vision-Language Pre-Training
CVPR 2023
MOSPC: MOS Prediction Based on Pairwise Comparison
ACL 2023
Personalized Dialogue Generation with Persona-Adaptive Attention
AAAI 2023
Recent Advances in Direct Speech-to-text Translation
IJCAI 2023
Visually-Aware Audio Captioning With Adaptive Audio-Visual Attention
Interspeech 2023
A Study of Modeling Rising Intonation in Cantonese Neural Speech Synthesis
Interspeech 2022
Leveraging Pseudo-labeled Data to Improve Direct Speech-to-Speech Translation
Interspeech 2022
LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT
Interspeech 2022
Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data
Interspeech 2022
SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing
ACL 2022
A Meta-Learning Approach for User-Defined Spoken Term Classification with Varying Classes and Examples
Interspeech 2021
Auto-KWS 2021 Challenge: Task, Datasets, and Baselines
Interspeech 2021
Token-Level Supervised Contrastive Learning for Punctuation Restoration
Interspeech 2021
An Investigation of Few-Shot Learning in Spoken Term Classification
Interspeech 2020
AutoSpeech 2020: The Second Automated Machine Learning Challenge for Speech Classification
Interspeech 2020
Mixup Learning Strategies for Text-Independent Speaker Verification
Interspeech 2019
Long Distance Voice Channel Diagnosis Using Deep Neural Networks
Interspeech 2018
Self-Attentive Speaker Embeddings for Text-Independent Speaker Verification
Interspeech 2018