Google Translate add’s Konkani: What are the Limitations?

Sundar Pichai presenting In Google I/O 22- अति सुंदर

Konkani: A Low-Resourced Language

Translation System:

Ideally machine translation system is devised as a supervised learning task, where you often have a parallel corpora containing bi-lingual sentence pairs (English sentence , Konkani sentence) which is fed feed to Encoder-Decoder neural network architecture network.

Zero-Shot Machine Translation system:

Future Possibilities (Speech): Importance of Dataset

Having more native dataset will help identify correct word like मान्ने (bathroom)

AI / Machine Learning in Konkani

GLOVE, FastText, Word2Vec Embedding model

Long Short Term Memory Networks for Language Modelling

Transformer Networks BERT( Tiny Konkani dataset for Thirsty BERT)

References:

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Saurabhk

Saurabhk

Data Science Enthusiast. Love Applied Research.

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