Portfolio item number 1
Short description of portfolio item number 1
Posts by Collection
portfolio
Portfolio item number 2
Short description of portfolio item number 2
publications
A Hierarchical Encoding Framework for Text Readability Prediction
ROCLING 2019
- Presented a hierarchical framework to encode both the semantic or syntactic structures for better readability classification.
- Combined extra use of traditional handcrafted feature as side information to further boost the model’s performance.
- Awarded Runner-up of Best Poster Presentation Award.
An Effective Contextual Language Modeling Framework for Speech Summarization with Augmented Features
EUSIPCO 2020
- Adopt and contextualize the state-of-the-art BERT-based model for speech summarization.
- Explore the incorporation of confidence scores to see if such an attempt could help alleviate the negative effects caused by imperfect ASR.
- Augmented the sentence embeddings obtained from BERT with extra structural and linguistic features to boost the performance.
Download here
An Effective End-to-End Modeling Approach for Mispronunciation Detection
Interspeech 2020
- Presented a novel use of hybrid CTC-Attention approach to the Mispronunciation Detection task.
- Performed input augmentation with text prompt information to make E2E model more tailored for the Mispronunciation Detection task.
Download here
The NTNU System at the Interspeech 2020 Non-Native Children’s Speech ASR Challenge
Interspeech 2020
- Technical Report of the Interspeech 2020 Non-Native Children’s Speech ASR Challenge supported by the SIG-CHILD group of ISCA.
- Achieved Second place in the competition.
- We built our ASR system on top of CNN-TDNNF-based acoustic models and tried various data augmentation strategies.
Download here
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.