In an end-to-end solution, it would be ideal to use bilingual embeddings or obtain word-by-word translations via bilingual embeddings (Xie et al., 2018).
publicly available bilingual embeddings for English-Indian languages are not good enough for obtaining good-quality, bilingual representations (Smith et al., 2017;Jawanpuria et al., 2019) and publicly available bilingual dictionaries have limited coverage.