Tamil NMT & ASR from Scratch

• Built a Neural Machine Translation model for Tamil–German translation from scratch using the Transformer
architecture in PyTorch, without pre-trained weights
• Implemented an ASR system for Tamil using the Deep Speech 2 architecture end-to-end in PyTorch
• Deepened expertise in CTC loss, low-resource language modelling, and sequence-to-sequence learning

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