South Asia · Devanagari
Nepali Short Video Speech Dataset
Nepali short video speech sourced to your specification — no inventory, no fixed listing. This page covers what is specifically hard about this pairing, and which fields your specification needs to pin down.
Why short video speech in Nepali is its own problem
The Nepali short-video ecosystem is still growing, usable material is limited, and topics cluster tightly around entertainment and lifestyle — which leaves language diversity short. Getting real language coverage may mean widening the range of content sources.
The field to pin down first: State the content source range and topic coverage, and report the topic distribution actually collected.
At a glance
| Language | Nepali |
|---|---|
| Primary region | South Asia |
| Writing system | Devanagari |
| Category | Short Video Speech |
| Specification field to settle first | State the content source range and topic coverage, and report the topic distribution actually collected. |
| Delivery | Sourced to order, pilot batch before the full run |
What short video speech data is
Speech in the talking-head style of short video — fast, emotionally strong, colloquial — used for short video subtitles and content understanding.
What buyers get wrong about it
Short video speech spans a wide range of pace and emotion, and usually carries background music. To train a model for it, the data has to contain samples that are just as unruly.
The specification field that decides the quote
Whether background music is kept or removed directly affects what this data can be used for.
The language side: what Nepali demands
Usable Nepali speech data is surprisingly scarce, and the accent layers of speakers across borders (Nepal, Sikkim in India, Bhutan) are poorly mapped. Speaker metadata — nationality, home region, language of education — has to be recorded item by item.
What we can put in this delivery
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Read and conversational speech
Scripted recording for TTS, and unscripted conversation for recognition. Specified separately because they need different speaker pools.
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Transcription to your convention
Orthographic or phonetic, with the guideline written before production and shared with you for review.
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Speaker metadata
Age band, gender, region and dialect background per file, so you can slice the dataset rather than take it whole.
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Consent documentation
Signed speaker consent covering the intended use, plus collection methodology and the annotation guideline.
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Pilot batch
A small batch first, which you can reject. Misalignments surface after a few hours rather than at delivery.
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Delivery in your format
Audio format, sampling rate, segmentation length and metadata schema set to your pipeline's requirements.
What arrives in a delivery
| Component | What it is |
|---|---|
| Audio files | Format, sampling rate and segmentation length set to your pipeline. Named to a convention you specify. |
| Transcription | Orthographic or phonetic, produced under a guideline you review before production starts. |
| Speaker metadata | Age band, gender, region and dialect background per file, plus a speaker identifier so the dataset can be sliced. |
| Recording conditions | Environment, device and, where relevant, measured signal-to-noise ratio per file. |
| Annotation guideline | The document the annotators worked from, so you can reproduce the conventions on your own data. |
| Consent records | Signed speaker consent covering your intended use, with the transfer mechanism addressed where required. |
| Collection methodology | How speakers were recruited, screened and scheduled — the part that tells you how biased the pool is. |
| Quality report | Pilot outcome, re-work log, and the annotator agreement figures where the task supports measuring them. |
Questions we get about Nepali Short Video Speech
How many distinct speakers can you provide for Nepali Short Video Speech?
It depends on the specification and the timeline, and we will give a real number rather than a target. For this pairing, speaker recruitment is usually the step that sets the schedule. State the content source range and topic coverage, and report the topic distribution actually collected.
Can you annotate to our own guideline instead of the default?
Yes, and for this pairing we would recommend it. The Nepali short-video ecosystem is still growing, usable material is limited, and topics cluster tightly around entertainment and lifestyle — which leaves language diversity short. That is exactly the kind of decision a default guideline leaves open, and it is where annotators diverge. Send us your guideline, or we will draft one and you can review it before production starts.
Do you offer a sample before we commit to a full run?
Yes. Select a free sample in the request form and describe what you need. A pilot batch is the cheapest way to establish whether the quality bar is reachable for Nepali Short Video Speech before committing to the full volume.
Is the data licensed or owned outright?
Licensing terms are set per project, so tell us how the model will be used and whether it will be distributed. Consent documentation travels with the data either way, and we do not handle medical or clinical data or recorded telephone calls.
Other datasets in Nepali
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Nepali Multilingual Speech
Speech data covering multiple languages within one project, used for multilingual ASR, cross-lingual transfer, and language identification.
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Nepali Noisy Speech
Speech collected under background noise — street, in-car, restaurant, office and other real environments — used for noise-robust models and speech enhancement.
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Nepali Code-Switching Speech
Speech that mixes two or more languages inside a single utterance — Hinglish, Spanglish, Taglish — used for recognition in real spoken settings.
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Nepali Children Speech
Speech data from child speakers, grouped by age band, used for children's speech recognition and children's education products.
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Nepali Audiobook
Continuous long-form narration in audiobook style, steady in intonation and generous in duration, the main source material for high-quality TTS.
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Nepali Live Stream Speech
Long-session spoken content from live streams — host monologue and responses to audience interaction — fast-paced and heavily improvised.
Short Video Speech in other languages
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Arabic (MSA) Short Video Speech
Middle East & North Africa
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Indonesian Short Video Speech
Southeast Asia
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Thai Short Video Speech
Southeast Asia
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Turkish Short Video Speech
Middle East & Europe
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Vietnamese Short Video Speech
Southeast Asia
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Filipino Short Video Speech
Southeast Asia
Request Nepali Short Video Speech
Tell us the language, the hours, and what the data needs to look like. You will get a real number and a real timeline — not a range. If we cannot source it well, we will tell you that instead.
- Pilot batch before the full run, so problems surface early.
- Consent documentation delivered with the data.
- No medical or clinical data. No recorded telephone calls.