Nepali NLP Resources

A curated list of NLP Resources for the Nepali Language

Speech Resources

• High quality TTS data for Nepali - Multi-speaker TTS data for Nepali (ne-NP) ~2,000 sentences (48kHz, 16 bit, mono, Wave audio)

• Large Nepali ASR training data set - Nepali ASR training data set containing ~157K utterances (16kHz, 16 bit, mono, FLAC audio).

• Devanagiri Numbers(०-९) Spoken Audio

Text Resources

News Source

• 16NepaliNews Corpus
• 65K Nepali Sentences
• 1000 Sport News
• Nagarik News Corpus
• Setopati News Corpus
• Nepali news in 10 different categories
• Nepali News in English Corpus
• Title Article pairs from news
• Nepali News Classification Dataset

Wikipedia

• 39K Nepali Wikipedia Articles

Translational Resources

• Nepali Translation Parallel Corpus
• Facebook Low Resource MT Benchmark (FLoRes) Test Sets

Embeddings

• Pretrained fastText Word Vectors: bin,txt
  Trained on Common Crawl and Wikipedia
• 300-D Word Embeddings (Word2Vec) for Nepali Language
  The text corpus contains more than 90 million running words

NER

• Nepali NER

Other Resources

• Nepali Text Extraction
• Laxmi Prasad Devkota Poems
• Nepali Names
• Nepali Ngram
• Nepali Stopwords
• Nepali Word List
• Nepali transliteration
• Nepali Textbooks by Cornell Anthropology
• Nepali Textbooks from grade 1 to 12
• Nepali Spelling Correction Dataset
• Nepali Contemporary Dictionary
• Nepali Names list
• English to Nepali dictionary

Important Githubs and References

• Indic NLP Library
• NLP processes for Nepali Language
• NLP for Nepali
• Nepali Bhasa
• ml-datasets
• openSLR

Contribute

Contributions are always welcome!