research
∙
05/19/2023
Language-universal phonetic encoder for low-resource speech recognition
Multilingual training is effective in improving low-resource ASR, which ...
share
research
∙
05/19/2023
Language-Universal Phonetic Representation in Multilingual Speech Pretraining for Low-Resource Speech Recognition
We improve low-resource ASR by integrating the ideas of multilingual tra...
research
∙
03/22/2023
A multi-functional simulation platform for on-demand ride service operations
On-demand ride services or ride-sourcing services have been experiencing...
research
∙
02/23/2023
Cross-City Traffic Prediction via Semantic-Fused Hierarchical Graph Transfer Learning
Accurate traffic prediction benefits urban management and improves trans...
research
∙
10/18/2022
Bag All You Need: Learning a Generalizable Bagging Strategy for Heterogeneous Objects
We introduce a practical robotics solution for the task of heterogeneous...
research
∙
10/17/2022
Cloth Funnels: Canonicalized-Alignment for Multi-Purpose Garment Manipulation
Automating garment manipulation is challenging due to extremely high var...
research
∙
07/12/2022
Conditional Energy-Based Models for Implicit Policies: The Gap between Theory and Practice
We present our findings in the gap between theory and practice of using ...
research
∙
07/09/2022
TensorIR: An Abstraction for Automatic Tensorized Program Optimization
Deploying deep learning models on various devices has become an importan...
research
∙
05/31/2022
A Cross-City Federated Transfer Learning Framework: A Case Study on Urban Region Profiling
Data insufficiency problem (i.e., data missing and label scarcity issues...
research
∙
05/26/2022
Tensor Program Optimization with Probabilistic Programs
Automatic optimization for tensor programs becomes increasingly importan...
research
∙
03/02/2022
DextAIRity: Deformable Manipulation Can be a Breeze
This paper introduces DextAIRity, an approach to manipulate deformable o...
research
∙
03/01/2022
Iterative Residual Policy: for Goal-Conditioned Dynamic Manipulation of Deformable Objects
This paper tackles the task of goal-conditioned dynamic manipulation of ...
research
∙
01/26/2022
Discovering Phonetic Inventories with Crosslingual Automatic Speech Recognition
The high cost of data acquisition makes Automatic Speech Recognition (AS...
research
∙
01/13/2022
The Effectiveness of Time Stretching for Enhancing Dysarthric Speech for Improved Dysarthric Speech Recognition
In this paper, we investigate several existing and a new state-of-the-ar...
research
∙
04/02/2021
Unsupervised Acoustic Unit Discovery by Leveraging a Language-Independent Subword Discriminative Feature Representation
This paper tackles automatically discovering phone-like acoustic units (...
research
∙
03/28/2021
Quantifying Bias in Automatic Speech Recognition
Automatic speech recognition (ASR) systems promise to deliver objective ...
research
∙
12/17/2020
The effectiveness of unsupervised subword modeling with autoregressive and cross-lingual phone-aware networks
This study addresses unsupervised subword modeling, i.e., learning acous...
research
∙
11/12/2020
The CUHK-TUDELFT System for The SLT 2021 Children Speech Recognition Challenge
This technical report describes our submission to the 2021 SLT Children ...
research
∙
11/11/2020
Joint predictions of multi-modal ride-hailing demands: a deep multi-task multigraph learning-based approach
Ride-hailing platforms generally provide various service options to cust...
research
∙
11/03/2020
Unsupervised Pattern Discovery from Thematic Speech Archives Based on Multilingual Bottleneck Features
The present study tackles the problem of automatically discovering spoke...
research
∙
10/23/2020
Show and Speak: Directly Synthesize Spoken Description of Images
This paper proposes a new model, referred to as the show and speak (SAS)...
research
∙
10/22/2020
How Phonotactics Affect Multilingual and Zero-shot ASR Performance
The idea of combining multiple languages' recordings to train a single a...
research
∙
07/29/2020
Exploiting Cross-Lingual Knowledge in Unsupervised Acoustic Modeling for Low-Resource Languages
(Short version of Abstract) This thesis describes an investigation on un...
research
∙
07/25/2020
Unsupervised Subword Modeling Using Autoregressive Pretraining and Cross-Lingual Phone-Aware Modeling
This study addresses unsupervised subword modeling, i.e., learning featu...
research
∙
10/30/2019
Mixture factorized auto-encoder for unsupervised hierarchical deep factorization of speech signal
Speech signal is constituted and contributed by various informative fact...
research
∙
08/09/2019
Exploiting Cross-Lingual Speaker and Phonetic Diversity for Unsupervised Subword Modeling
This research addresses the problem of acoustic modeling of low-resource...
research
∙
06/17/2019
Improving Unsupervised Subword Modeling via Disentangled Speech Representation Learning and Transformation
This study tackles unsupervised subword modeling in the zero-resource sc...
research
∙
06/17/2019
Combining Adversarial Training and Disentangled Speech Representation for Robust Zero-Resource Subword Modeling
This study addresses the problem of unsupervised subword unit discovery ...
research
∙
05/13/2019