Attention Based Encoder Decoder Model for Video Captioning in Nepali (2023)

arXiv:2312.07418v3 Announce Type: replace
Abstract: Video captioning in Nepali, a language written in the Devanagari script, presents a unique challenge due to the lack of existing academic work in this domain. This work develops a novel encoder-decoder paradigm for Nepali video captioning to tackle this difficulty. LSTM and GRU sequence-to-sequence models are used in the model to produce related textual descriptions based on features retrieved from video frames using CNNs. Using Google Translate and manual post-editing, a Nepali video captioning …

abstract academic arxiv attention captioning challenge cs.cv decoder domain encoder encoder-decoder gru language lstm novel paradigm replace script type unique video work