Cover Image

Natural Language-based Assessment of L2 Oral Proficiency using LLMs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Bannò, Stefano, Ma, Rao, Qian, Mengjie, Tang, Siyuan, Knill, Kate, Gales, Mark
Format:	Preprint
Published:	2025
Subjects:	Audio and Speech Processing Artificial Intelligence Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Assessment of L2 Oral Proficiency using Speech Large Language Models
by: Ma, Rao, et al.
Published: (2025)

ASR Error Correction using Large Language Models
by: Ma, Rao, et al.
Published: (2024)

Scaling and Prompting for Improved End-to-End Spoken Grammatical Error Correction
by: Qian, Mengjie, et al.
Published: (2025)

Towards End-to-End Spoken Grammatical Error Correction
by: Bannò, Stefano, et al.
Published: (2023)

Universal Acoustic Adversarial Attacks for Flexible Control of Speech-LLMs
by: Ma, Rao, et al.
Published: (2025)

End-to-End Spoken Grammatical Error Correction
by: Qian, Mengjie, et al.
Published: (2025)

Learn and Don't Forget: Adding a New Language to ASR Foundation Models
by: Qian, Mengjie, et al.
Published: (2024)

Data Augmentation for Spoken Grammatical Error Correction
by: Karanasou, Penny, et al.
Published: (2025)

Muting Whisper: A Universal Acoustic Adversarial Attack on Speech Foundation Models
by: Raina, Vyas, et al.
Published: (2024)

Speaker Retrieval in the Wild: Challenges, Effectiveness and Robustness
by: Loweimi, Erfan, et al.
Published: (2025)

Training Articulatory Inversion Models for Interspeaker Consistency
by: McGhee, Charles, et al.
Published: (2025)

Controlling Whisper: Universal Acoustic Adversarial Attacks to Control Speech Foundation Models
by: Raina, Vyas, et al.
Published: (2024)

Automatic Proficiency Assessment in L2 English Learners
by: Mohammadi, Armita, et al.
Published: (2025)

Detect, Attend and Extract: Keyword Guided Target Speaker Extraction
by: Li, Haoyu, et al.
Published: (2026)

Deep Learning for Assessment of Oral Reading Fluency
by: Vaidya, Mithilesh, et al.
Published: (2024)

Language Proficiency and F0 Entrainment: A Study of L2 English Imitation in Italian, French, and Slovak Speakers
by: Yuan, Zheng, et al.
Published: (2024)

Towards Self-Referential Analytic Assessment: A Profile-Based Approach to L2 Writing Evaluation with LLMs
by: Bannò, Stefano, et al.
Published: (2026)

Transducer-Llama: Integrating LLMs into Streamable Transducer-based Speech Recognition
by: Deng, Keqi, et al.
Published: (2024)

Fotheidil: an Automatic Transcription System for the Irish Language
by: Lonergan, Liam, et al.
Published: (2024)

Exploiting the English Vocabulary Profile for L2 word-level vocabulary assessment with LLMs
by: Bannò, Stefano, et al.
Published: (2025)

LegoSLM: Connecting LLM with Speech Encoder using CTC Posteriors
by: Ma, Rao, et al.
Published: (2025)

Automatic Assessment of Oral Reading Accuracy for Reading Diagnostics
by: Molenaar, Bo, et al.
Published: (2023)

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style
by: Kang, Wonjune, et al.
Published: (2025)

Pronunciation Assessment with Multi-modal Large Language Models
by: Fu, Kaiqi, et al.
Published: (2024)

ProsodyLM: Uncovering the Emerging Prosody Processing Capabilities in Speech Language Models
by: Qian, Kaizhi, et al.
Published: (2025)

Robust Speech and Natural Language Processing Models for Depression Screening
by: Lu, Y., et al.
Published: (2024)

InstructTTSEval: Benchmarking Complex Natural-Language Instruction Following in Text-to-Speech Systems
by: Huang, Kexin, et al.
Published: (2025)

Probing the Hidden Talent of ASR Foundation Models for L2 English Oral Assessment
by: Chao, Fu-An, et al.
Published: (2025)

Evaluation of LLMs in Speech is Often Flawed: Test Set Contamination in Large Language Models for Speech Recognition
by: Tseng, Yuan, et al.
Published: (2025)

Aligning Language Models for Lyric-to-Melody Generation with Rule-Based Musical Constraints
by: Meng, Hao, et al.
Published: (2026)

Controlling Emotion in Text-to-Speech with Natural Language Prompts
by: Bott, Thomas, et al.
Published: (2024)

Full-text Error Correction for Chinese Speech Recognition with Large Language Model
by: Tang, Zhiyuan, et al.
Published: (2024)

UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions
by: Arora, Siddhant, et al.
Published: (2023)

Efficient Multilingual ASR Finetuning via LoRA Language Experts
by: Li, Jiahong, et al.
Published: (2025)

Chain of Correction for Full-text Speech Recognition with Large Language Models
by: Tang, Zhiyuan, et al.
Published: (2025)

Large Language Models based ASR Error Correction for Child Conversations
by: Xu, Anfeng, et al.
Published: (2025)

Granary: Speech Recognition and Translation Dataset in 25 European Languages
by: Koluguri, Nithin Rao, et al.
Published: (2025)

Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation
by: Kim, Heeseung, et al.
Published: (2024)

Zero-resource Speech Translation and Recognition with LLMs
by: Mundnich, Karel, et al.
Published: (2024)

PAC: Pronunciation-Aware Contextualized Large Language Model-based Automatic Speech Recognition
by: Fu, Li, et al.
Published: (2025)