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Latakasturi is a fragrant herb whose seeds produce aromatic oil.
Talis Patra, known scientifically as Abies spectabilis, is a small pine tree primarily found at high elevations in the Himalayan region.
Ratigedi (Abrus precatorius) is a toxic leguminous plant whose seeds are glossy red with a black spot and are used in traditional medicine.
Khayar (Acacia catechu) is a small shrub whose bark yields catechu, which is used in tea and toothpaste.
Babul (Acacia nilotica) is a hardy shrub whose pods and bark are used in traditional medicine.
Sikakai (Acacia rugata) is a small shrub with thin leaves, traditionally used for medicinal purposes and as a source of timber.
Red cattail (Acalypha hispida) is a tropical shrub whose bright red flower spikes are popular as ornamental plants.
Firfire (Acer pectinatum) is a beautiful deciduous tree whose leaves turn golden in autumn.
Datiwan (Achyranthus aspera) is a medicinal plant whose leaves and roots are used to treat various ailments.
Dattiwan (Achyranthus bidentata) is a medicinal plant whose leaves and roots are used to treat various ailments.
Bikh (Aconitum spicatum) is a poisonous herbaceous plant with blue flowers and small leaves.
Thotne (Aconogonum molle) is a beautiful wildflower found in mountainous regions.
Karam (Adina cordifolia) is an evergreen shrub with heart-shaped leaves and yellow flowers.
Bel (Aegle marmelos) is a medicinal fruit widely found in India and Nepal.
Kettuke (Agave americana) is a large perennial plant with thick, sharp, fleshy leaves, and its towering flower stalk rises prominently.
Kettuki (Agave cantula Roxb.) is a perennial succulent plant with thick, sword‑like leaves, commonly found in the hilly regions of Nepal.
Gandhe (Ageratum conyzoides) is an annual herb whose leaves and flowers are fragrant and it is used in traditional medicine.
Nilo Gandhe (Ageratum houstonianum) is a beautiful annual plant with blue flowers and fragrant leaves.
Banmara (Ageretina adenophora) is an invasive wild plant found in various parts of Nepal.
Sahadeva (Ainsliaea latifolia) is a perennial shrub that grows in mountainous forest areas.
Kalo Siris (Albizia chinensis) is a fast-growing tree with golden-colored flowers, found in various regions of Nepal.
Siris (Albizia julibrissin) is a beautiful flowering tree whose pink blossoms and delicate leaves are attractive.
Seto Siris (Albizia procera) is a fast‑growing tree with white, fragrant flowers.
Banlasun (Allium wallichii) is a wild onion of the Himalayan region, whose leaves and flowers are used in traditional medicine.
Utis (Alnus nepalensis) is a small deciduous tree that helps fix nitrogen in the soil and its wood is used for construction.
Ghiu Kumari (Aloe vera) is a versatile medicinal plant whose juice is used for skin treatment, improving digestion, and boosting immunity.
Alpinea (Alpinia bracteata Rosc) is a perennial herb whose flowers are bright blue and it is commonly found in mountainous forests.
Chhatiwan (Alstonia scholaris) is a large evergreen tree whose leaves and flowers are used for medicinal purposes.
Latte saag (Amaranthus lividus) is an annual herb with bright green leaves, commonly found in the hilly regions of Nepal.
Lhude (Amaranthus spinosus) is a wild leafy plant found in various regions of Nepal, and its leaves are edible.
Latte saag (Amaranthus viridis) is an annual herb cultivated in various parts of Nepal, and its leaves are rich in nutrients.
Alainchi (Alainchi) is a perennial herb whose scientific name is Amomum subulatum, and it is mainly used in spices and medicinal applications.
Buki ful (Anaphalis busua) is a beautiful perennial herb found at high elevations in the Himalayan region, whose white flowers bloom during winter.
Buki ful (Anaphalis contorta) is a perennial herb that grows at high altitudes in the Himalayan region, known for its beautiful white flowers.
Lekh buki (Anaphalis margaritacea) is a perennial herb with small leaves and white flowers.
Lekh buki (Anaphalis triplinervis) is a common shrub of mountainous regions, characterized by triangular leaf margins and white flowers.
Kalomegh (Andrographis paniculata) is a medicinal plant that helps with fever, respiratory ailments, and digestive problems.
Kangarate (Anemone vitifolia) is a beautiful plant whose flowers are pink and white.
Sarifa (Annona squamosa) is a fruit‑bearing tree that produces sweet, custard‑like fruits.
Kadam (Anthocephalus chinensis) is a fast-growing tree whose flowers and fruits are important in medicinal and traditional uses.
Bhui sunkhari (Anthogonium gracile) is a perennial herb with golden flowers and green leaves.
Kade salla (Araucaria bidwilli) is a beautiful coniferous tree with needle-like leaves and large cone-shaped fruits.
Kade salla (Araucaria columnaris) is a tall tree with needle-like leaves that stand upright.
Supari (Areca catechu) is a palm tree whose fruit is commonly chewed.
Thakal (Argemone mexicana) is an annual herbaceous plant with bright yellow flowers and spiny leaves.
Sarpa makai (Arisaema costatum) is an attractive flower found in mountainous vegetation, whose leaf and flower shape resembles a snake.
Isharmul (Aristolochia indica) is a medicinal plant whose roots and leaves are traditionally used to treat various ailments.
Tite pati (Artemisia dubia) is a herb that grows in the rocky soils of mountainous regions, and its bitter leaves are used in traditional medicine.
Tite pati (Artemisia indica) is a medicinal plant with bitter leaves that is traditionally used to treat fever and digestive problems.
Badahar (Artocarpus lakoocha) is a wild fruit-bearing tree whose fruits are consumed locally and used for medicinal purposes.
Nigalo (Arundinaria intermedia) is a fast-growing bamboo species commonly used locally for roofing and handicraft materials.
Khursani ful (Asclepias curassavica) is a beautiful medicinal plant commonly found in tropical regions.
Kurilo (Asparagus filicinus) is a shrub found in mountainous regions, whose small shoots are edible.
Kurilo (Asparagus racemosus) is a medicinal plant that benefits women's health.
Thulo okhati (Astilbe rivularis) is a beautiful perennial plant whose pink‑white flowers thrive in shady, moist environments.
Belladonna, also known as Atropa belladonna, is a poisonous plant whose berries and leaves are toxic.
Neem (Azadirachta indica) is an Ayurvedic medicinal tree whose leaves, bark, and seeds are used to treat various ailments.
Azalea is a beautiful flowering shrub whose blossoms appear in various colors.
Ban urdherya (Barleria strigosa) is a beautiful shrub with blue-colored flowers that is found in the forests of Nepal.
Tanki (Bauhinia purpurea) is a beautiful flowering shrub whose blossoms are pink to purple.
Vorla (Bauhinia vahlii) is a beautiful flowering shrub with pink blossoms, commonly found in the hilly regions of Nepal.
Koiralo (Bauhinia variegata) is a beautiful flowering tree with pink‑white blossoms, commonly found in various regions of Nepal.
Magar Kache (Begonia picta) is a beautiful flowering shrub found in hilly forests, with green leaves and pink‑orange blossoms.
Magar Kache is a beautiful garden flower, scientifically known as Begonia measles.
Tarbare Phool (Belamcanda chinensis) is a perennial herb whose flowers are golden and blue.
Chutro (Berberis aristata) is a shrub whose fruits and leaves are used in traditional Nepali medicine due to their medicinal properties.
Chutro is a shrub whose berries resemble small apples and it is used in traditional medicine.
Pakhan Ved (Bergenia ciliata) is a medicinal shrub found in the Himalayan regions, whose leaves and roots are used to treat fever, digestive problems, and colds.
Saur (Betula alnoides) is a high‑altitude shrub found in the Himalayan regions.
Tikhe Kurro (Bidens pilosa) is an annual herb with quickly spreading leaves and yellow flowers, traditionally used to treat fever and digestive ailments.
Kaijal (Bischofia javanica) is a dense-leaved tree whose wood is used for timber and its parts are valued for medicinal properties.
Sidure (Bixa orellana) is an annual shrub whose seeds are used to extract a red dye.
Kamle (Boehmeria platyphylla) is a shrub commonly found in the mid-hill forest regions, and its leaves are broad and green.
Dar (Boehmeria rugulosa) is a slender shrub with small, tough leaves, commonly found in hilly regions.
Makhe Mauro (Boenninghausenia albiflora) is a beautiful plant with white fragrant flowers.
Punarwa (Boerrhavia diffusa) is an annual herb that helps heal wounds and improve digestion.
Simal (Bombax ceiba) is a towering tree whose flowers open at night and its fruit yields silk cotton.
Barhamase (Bougainvillea glabra) is a beautiful ornamental plant whose bright, colorful bracts are used for decorating gardens and homes.
Gamdol (Brachycorythis obcordata) is a beautiful wild flower that is primarily found in the hilly regions of Nepal.
Seto Chuletro (Brassaiopsis hainla) is a small shrub found in Himalayan forests, with silvery glossy leaves and tiny white flowers.
Gayo (Bridelia retusa) is an evergreen shrub whose fruits and bark are used in traditional medicine.
Patthar Churna (Bryophyllum pinnatum) is a medicinal plant that helps treat skin ailments.
Vimsen Pati (Buddleja asiatica) is a fragrant shrub whose pink‑purple flowers attract birds.
Bhuletro (Butea buteiformis) is a beautiful flowering shrub found in hilly forests and scrublands, bearing bright yellow flowers and glossy green leaves.
Palans (Butea monosperma) is a beautiful flowering shrub whose bright golden blossoms open at night and are used in traditional medicine for their therapeutic properties.
Bet (Calamus tenuis) is a tall, non‑woody plant commonly found in the hilly regions of Nepal, and its stems are used for making baskets.
Guyalo (Callicarpa arborea) is a shrub whose fruits are red and blue, and it is used for its medicinal properties.
Dahichamle (Callicarpa macrophylla) is a shrub with large leaves, small blue flowers, and red fruits, serving as an ornamental plant in gardens and wild areas.
Aank (Calotropis gigantea) is a large shrub with white‑orange flowers and a thick milky sap, found across various regions of Nepal and used in traditional medicine.
Camellia sinensis, known as tea, is an evergreen shrub whose leaves are used to produce tea.
Nepali Bis (Campanula pallida) is a beautiful mountain flower with blue‑white petals that blooms in the Himalayan regions.
Goguldhup (Canarium bengalense) is an evergreen tree whose fruits and oil are traditionally used for medicinal and aromatic purposes.
Flower tarul (Canna edulis) is a versatile aquatic plant whose beautiful flowers and edible tubers are used by local people.

Nepali Speech Dataset for Whisper

Nepali audio recordings with English translations.

Dataset Info

  • Total samples: 93
  • Audio format: WAV, 16kHz
  • Source language: Nepali (ne)
  • Target language: English (en)

Usage

from datasets import load_dataset

# Load dataset
dataset = load_dataset("lilgoose777/nepali-english-speech-data")

# Access data
sample = dataset['train'][0]
print(sample['sentence'])  # English translation
print(sample['audio'])  # Audio data

Fine-tuning Whisper

from transformers import WhisperProcessor, WhisperForConditionalGeneration

processor = WhisperProcessor.from_pretrained("openai/whisper-small")
model = WhisperForConditionalGeneration.from_pretrained("openai/whisper-small")

# Fine-tune on this dataset

License

CC-BY-4.0

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