Search Results for author:
Found 16 papers, 5 papers with code
SNuC: The Sheffield Numbers Spoken Language Corpus
We present SNuC, the first published corpus of spoken alphanumeric identifiers of the sort typically used as serial and part numbers in the manufacturing sector.
CODIS: Benchmarking Context-Dependent Visual Comprehension for Multimodal Large Language Models
Multimodal large language models (MLLMs) have demonstrated promising results in a variety of tasks that combine vision and language.
Partition Speeds Up Learning Implicit Neural Representations Based on Exponential-Increase Hypothesis
Based on this fact, we introduce a simple partition mechanism to boost the performance of two INR methods for image reconstruction: one for learning INRs, and the other for learning-to-learn INRs.
Intelligibility prediction with a pretrained noise-robust automatic speech recognition model
This paper describes two intelligibility prediction systems derived from a pretrained noise-robust automatic speech recognition (ASR) model for the second Clarity Prediction Challenge (CPC2).
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+1
Homophily-enhanced Structure Learning for Graph Clustering
Graph clustering is a fundamental task in graph analysis, and recent advances in utilizing graph neural networks (GNNs) have shown impressive results.
Multi-source adversarial transfer learning for ultrasound image segmentation with limited similarity
Transfer learning provides the possibility to solve this problem, but there are too many features in natural images that are not related to the target domain.
Unsupervised Uncertainty Measures of Automatic Speech Recognition for Non-intrusive Speech Intelligibility Prediction
Non-intrusive intelligibility prediction is important for its application in realistic scenarios, where a clean reference signal is difficult to access.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+1
Exploiting Hidden Representations from a DNN-based Speech Recogniser for Speech Intelligibility Prediction in Hearing-impaired Listeners
An accurate objective speech intelligibility prediction algorithms is of great interest for many applications such as speech enhancement for hearing aids.
Auditory-Based Data Augmentation for End-to-End Automatic Speech Recognition
End-to-end models have achieved significant improvement on automatic speech recognition.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+2
Semi-Supervised Hypothesis Transfer for Source-Free Domain Adaptation
Domain Adaptation has been widely used to deal with the distribution shift in vision, language, multimedia etc.
Uncertainty-Guided Mixup for Semi-Supervised Domain Adaptation without Source Data
Present domain adaptation methods usually perform explicit representation alignment by simultaneously accessing the source data and target data.
DHASP: Differentiable Hearing Aid Speech Processing
In this paper, we explore an alternative approach to finding the optimal fitting by introducing a hearing aid speech processing framework, in which the fitting is optimised in an automated way using an intelligibility objective function based on the HASPI physiological auditory model.
Adaptive-Step Graph Meta-Learner for Few-Shot Graph Classification
The shared sub-structures between training classes and test classes are essential in few-shot graph classification.
Accelerating Generalized Benders Decomposition for Wireless Resource Allocation
Only useful cuts are added to the master problem and thus the complexity of the master problem is reduced.
An End-to-End Solution for Effectively Demoting Watermarked Images in Image Search
We demonstrate that using these watermark signals together with the new metric in image search ranker can significantly demote the watermarked images during the online image ranking.
An Universal Image Attractiveness Ranking Framework
We propose a new framework to rank image attractiveness using a novel pairwise deep network trained with a large set of side-by-side multi-labeled image pairs from a web image index.
