Spoken language recognization based on features and classification methods: A review

P Bam, S Degadwala, R Upadhyay… - … Conference on Artificial …, 2022 - ieeexplore.ieee.org
In Western countries, speech-recognition applications are accepted. In East Asia, it isn't as
common. The complexity of the language might be one of the main reasons for this latency …

Deep learning for spoken language identification: Can we visualize speech signal patterns?

H Mukherjee, S Ghosh, S Sen, O Sk Md… - Neural Computing and …, 2019 - Springer
Western countries entertain speech recognition-based applications. It does not happen in a
similar magnitude in East Asia. Language complexity could potentially be one of the primary …

Image-based features for speech signal classification

H Mukherjee, A Dhar, SM Obaidullah… - Multimedia Tools and …, 2020 - Springer
Like other applications, under the purview of pattern classification, analyzing speech signals
is crucial. People often mix different languages while talking which makes this task …

Linear predictive coefficients-based feature to identify top-seven spoken languages

H Mukherjee, A Dhar, SM Obaidullah… - … Journal of Pattern …, 2020 - World Scientific
Speech recognition in multilingual scenario is not trivial in the case when multiple
languages are used in one conversation. Language must be identified before we process …

Recognizing Indian Languages Speech Sound using Transfer Learning Approach

R Shah, M Patel, BM Joshi, J Shah… - 2023 4th International …, 2023 - ieeexplore.ieee.org
There is a lot of variation in Indian languages' pronunciation, dialects, and accents from one
place to the next, making voice detection a difficult process. Deep learning-based methods …

Review of Features and Classification for Spoken Indian Language Recognition using Deep Learning and Machine Learning Techniques

S Watve, M Patil, A Shinde - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
The most common and organic method of interpersonal communication is speech. Humanity
has long aspired to creating a computer with human-like comprehension and …

Summary of Spoken Indian Languages Classification Using ML and DL

R Shah, BM Joshi, J Shah, M Patel… - 2022 6th International …, 2022 - ieeexplore.ieee.org
Unlike in some other parts of the world, speech recognition technology is legal in the West.
It's not to the same degree that this happens in East Asian countries. It's possible that …

The Effect of SFL-Based Genre Pedagogy on EFL Learners' Oral Reproduction in terms of Accuracy: a Mixed-Method Study

F Sarmadi Kiai, N Asadi, M Zoghi - International Journal of Education …, 2024 - iase-ijeas.com
Purpose: This study aims to examine the impact of Systemic Functional Linguistics (SFL)-
based genre pedagogy on the oral reproduction accuracy of English as a Foreign Language …

Bilateral G2P Accuracy: Measuring the effect of variants

O Giwa, MH Davel - … Association of South Africa and Robotics …, 2017 - ieeexplore.ieee.org
Incorporating pronunciation variants in a dictionary is controversial, as this can be either
advantageous or detrimental for a speech recognition system. Grapheme-to-phoneme (G2P) …

[PDF][PDF] DEVELOPING AN INTEGRATED MODEL EMPLOYING THE CLASSIFICATION ALGORITHMS FOR AN EFFECTIVE RECOGNITION OF SPOKEN

R Chakravarti - ijaer.com
In Western nations, speech detection applications are carried. In East Asia, it isn't as
considered normal. The complexity of the language may be one of the main explanations …