Visualization as a research tool for dialect geography using a geo-browser

Vriend, F. de; Boves, L.W.J.; Hout, R.W.N.M. van; Swanenberg, Jos

doi:10.1093/llc/fqq027

Cited by 3 publications

(2 citation statements)

References 6 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Currently, in the field of dialect digitization research, F. de Vriend, L. Boves, et al have use Geographic Information Systems (GIS) to analyze and interpret dialect data, making visualization a tool for dialect research [20]. S. Aunkaew, M. Karnjanadecha and C. Wutiwiwatchai have proposed a hybrid technique to recognize the southern Thai dialect, constructing a continuous speech recognition corpus for the southern Thai dialect [21].…”

Section: B Relevant Studies and Optimizationmentioning

confidence: 99%

Research on Dialect Protection: Interaction Design of Chinese Dialects Based on BLSTM-CRF and FBM Theories

Han,

Zhu,

Wen

et al. 2024

IEEE Access

View full text Add to dashboard Cite

This study aims to augment the impact of dialect-related cultural elements among adolescents, thereby facilitating a more effective inheritance and progression of Chinese dialect culture within the contemporary socio-cultural milieu.Firstly, based on the LSTM architecture, the bidirectional long shortterm memory-conditional random field (BLSTM-CRF) model framework for dialect recognition was optimized and established. Subsequently, employing the BLSTM-CRF model for dialect recognition and the acquisition of dialectal voice samples, the natural language sequence input underwent conversion into word vectors or character vectors. The word vectors or character vectors were input into the BLSTM layer to obtain the hidden state vector corresponding to each position, representing the context information of that position. The hidden state vector was input into a fully connected layer, and the CRF layer was adopted to calculate and find the highest scoring label sequence as the final prediction result. Secondly, the FBM theoretical model was utilized to analyze the target user needs through user research methods. Finally, a design framework oriented by dialect recognition and user needs was constructed, and interactive product design was carried out.On the basis of BLSTM-CRF, the product design framework is improved to complete the interactive application design.Integrating user needs and Long Short-Term Memory (LSTM) algorithms into the design of dialect products, we explore ways to preserve and disseminate dialect culture among the younger generation. This provides new insights for the digital inheritance and development of dialects, and also serves as a reference for the design process of related cultural apps.

show abstract

Section: B Relevant Studies and Optimizationmentioning

confidence: 99%

Research on Dialect Protection: Interaction Design of Chinese Dialects Based on BLSTM-CRF and FBM Theories

Han,

Zhu,

Wen

et al. 2024

IEEE Access

View full text Add to dashboard Cite

show abstract

“…The nonlinear model of geography put forward by Wieling (2012, chapters 6-8) seems promising in this sense because it allows one to directly model geography, rather than using more abstract geographical distances. Furthermore, the geographical pattern might be visually compared with georeferenced data sources (De Vriend et al 2010).…”

Section: Dialectological Theorymentioning

confidence: 99%

Advances in Dialectometry

Wieling

Nerbonne

2015

Annu. Rev. Linguist.

View full text Add to dashboard Cite

Dialectometry applies computational and statistical analyses within dialectology, making work more easily replicable and understandable. This survey article first reviews the field briefly in order to focus on developments in the past five years. Dialectometry no longer focuses exclusively on aggregate analyses, but rather deploys various techniques to identify representative and distinctive features with respect to areal classifications. Analyses proceeding explicitly from geostatistical techniques have just begun. The exclusive focus on geography as explanation for variation has given way to analyses combining geographical, linguistic, and social factors underlying language variation. Dialectometry has likewise ventured into diachronic studies and has also contributed theoretically to comparative dialectology and the study of dialect diffusion. Although the bulk of research involves lexis and phonology, morphosyntax is receiving increasing attention. Finally, new data sources and new (online) analytical software are expanding dialectometry's remit and its accessibility. 243

show abstract

Maps and Mapping in (Perceptual) Dialect Geography

Montgomery¹

2017

Language and a Sense of Place

View full text Add to dashboard Cite

Visualization as a research tool for dialect geography using a geo-browser

Cited by 3 publications

References 6 publications

Research on Dialect Protection: Interaction Design of Chinese Dialects Based on BLSTM-CRF and FBM Theories

Research on Dialect Protection: Interaction Design of Chinese Dialects Based on BLSTM-CRF and FBM Theories

Advances in Dialectometry

Maps and Mapping in (Perceptual) Dialect Geography

Contact Info

Product

Resources

About