Mengjie Qian

Affiliations:
  • University of Cambridge, Department of Engineering, ALTA Institute, Machine Intelligence Lab, Cambridge, UK
  • University of Birmingham, Department of Electronic, Electrical and Systems Engineering, Birmingham, UK (PhD 2021)


According to our database1, Mengjie Qian authored at least 27 papers between 2017 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2025
Data Augmentation for Spoken Grammatical Error Correction.
CoRR, July, 2025

Natural Language-based Assessment of L2 Oral Proficiency using LLMs.
CoRR, July, 2025

End-to-End Spoken Grammatical Error Correction.
CoRR, June, 2025

Assessment of L2 Oral Proficiency using Speech Large Language Models.
CoRR, May, 2025

Scaling and Prompting for Improved End-to-End Spoken Grammatical Error Correction.
CoRR, May, 2025

Universal Acoustic Adversarial Attacks for Flexible Control of Speech-LLMs.
CoRR, May, 2025

Speaker Retrieval in the Wild: Challenges, Effectiveness and Robustness.
CoRR, April, 2025

Cross-Lingual Transfer Learning for Speech Translation.
Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

2024
Multi-modal video search by examples - A video quality impact analysis.
IET Comput. Vis., October, 2024

Speak & Improve Corpus 2025: an L2 English Speech Corpus for Language Assessment and Feedback.
CoRR, 2024

Speak & Improve Challenge 2025: Tasks and Baseline Systems.
CoRR, 2024

ASR Error Correction using Large Language Models.
CoRR, 2024

Zero-Shot Audio Topic Reranking Using Large Language Models.
Proceedings of the IEEE Spoken Language Technology Workshop, 2024

Learn and Don't Forget: Adding a New Language to ASR Foundation Models.
Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

On the Usefulness of Speaker Embeddings for Speaker Retrieval in the Wild: A Comparative Study of x-vector and ECAPA-TDNN Models.
Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Towards End-to-End Spoken Grammatical Error Correction.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Can Generative Large Language Models Perform ASR Error Correction?
CoRR, 2023

Adapting an ASR Foundation Model for Spoken Language Assessment.
Proceedings of the 9th Workshop on Speech and Language Technology in Education, 2023

Adapting an Unadaptable ASR System.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

N-best T5: Robust ASR Error Correction using Multiple Input Hypotheses and Constrained Decoding Space.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2022
University of Cambridge at TREC Cast 2022.
Proceedings of the Thirty-First Text REtrieval Conference, 2022

2019
The University of Birmingham 2019 Spoken CALL Shared Task Systems: Exploring the importance of word order in text processing.
Proceedings of the 8th ISCA International Workshop on Speech and Language Technology in Education, 2019

Overview of the 2019 Spoken CALL Shared Task.
Proceedings of the 8th ISCA International Workshop on Speech and Language Technology in Education, 2019

2018
The University of Birmingham 2018 Spoken CALL Shared Task Systems.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Phone Recognition Using a Non-Linear Manifold with Broad Phone Class Dependent DNNs.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Overview of the 2018 Spoken CALL Shared Task.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

2017
The University of Birmingham 2017 SLaTE CALL Shared Task Systems.
Proceedings of the 7th ISCA International Workshop on Speech and Language Technology in Education, 2017


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