Suwon Shon

Language Identification and Morphosyntactic Tagging: The Second VarDial Evaluation Campaign

2018 · Työväentutkimus Vuosikirja

We present the results and the findings of the Second VarDial Evaluation Campaign on Natural Language Processing (NLP) for Similar Languages, Varieties and Dialects. The campaign was organized as part of the fifth edition of …

Domain Attentive Fusion for End-to-end Dialect Identification with\n Unknown Target Domain

2018 · arXiv (Cornell University)

End-to-end deep learning language or dialect identification systems operate\non the spectrogram or other acoustic feature and directly generate\nidentification scores for each class. An important issue for end-to-end systems\nis to have some knowledge of the application …

Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks

2024 · arXiv (Cornell University)

Multimodal foundation models, such as Gemini and ChatGPT, have revolutionized human-machine interactions by seamlessly integrating various forms of data. Developing a universal spoken language model that comprehends a wide range of natural language instructions is …

Convolutional Neural Network and Language Embeddings for End-to-End Dialect Recognition

2018

Dialect identification (DID) is a special case of general language identification (LID), but a more challenging problem due to the linguistic similarity between dialects. In this paper, we propose an end-to-end DID system and a …