Sub-Saharan Africa · Latin / Ajami
Hausa Singing Voice Dataset
Hausa singing voice 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 singing voice in Hausa is its own problem
Hausa singing runs on two repertoires that behave differently. Classical and religious material descends from a written Ajami poetic tradition, while modern popular song is a studio product close to speech. In both, melody overrides the lexical tone and vowel length of the lyrics, so tone information carried in singing cannot be used to train tone models. That limitation belongs in the delivery notes, or the data gets misused downstream.
The field to pin down first: Two annotations per syllable, the lexical tone of the lyric and the actual sung pitch, plus an explicit note that the two disagreeing is normal; and whether Ajami source lyrics are transliterated into Boko for alignment.
At a glance
| Language | Hausa |
|---|---|
| Primary region | Sub-Saharan Africa |
| Writing system | Latin / Ajami |
| Category | Singing Voice |
| Specification field to settle first | Two annotations per syllable, the lexical tone of the lyric and the actual sung pitch, plus an explicit note that the two disagreeing is normal; and whether Ajami source lyrics are transliterated into Boko for alignment. |
| Delivery | Sourced to order, pilot batch before the full run |
What singing voice data is
Vocal recordings with melody, in both a cappella and accompanied form, used for singing voice synthesis, music information retrieval, and lyric alignment.
What buyers get wrong about it
Copyright is the number one problem for this category — melody and lyrics each have their own rights holder. We only produce original or fully cleared content, never existing commercial tracks.
The specification field that decides the quote
Whether the accompaniment is separated (dry vocal) or the mix is kept, and whether MIDI or pitch annotation comes with it.
The language side: what Hausa demands
Hausa is written in two scripts at once: Latin (Boko) dominates, while Arabic script (Ajami) is used in religious contexts. Running both in parallel means the script-to-speech mapping has to be defined separately for each.
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 Hausa Singing Voice
How many distinct speakers can you provide for Hausa Singing Voice?
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. Two annotations per syllable, the lexical tone of the lyric and the actual sung pitch, plus an explicit note that the two disagreeing is normal; and whether Ajami source lyrics are transliterated into Boko for alignment.
Can you annotate to our own guideline instead of the default?
Yes, and for this pairing we would recommend it. Hausa singing runs on two repertoires that behave differently. 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 Hausa Singing Voice 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 Hausa
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Hausa 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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Hausa Short Video Speech
Speech in the talking-head style of short video — fast, emotionally strong, colloquial — used for short video subtitles and content understanding.
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Hausa Live Stream Speech
Long-session spoken content from live streams — host monologue and responses to audience interaction — fast-paced and heavily improvised.
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Hausa Voice Assistant
Command and dialogue data for voice assistants, usually with intent annotation, covering the full chain from wake word to understanding to response.
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Hausa Elderly Voice
Speech data from elderly speakers, usually stratified by age band and health status, used for voice products built for older users.
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Hausa Accented English
English speech from non-native speakers or specific regional accents, grouped by accent origin, used to improve accent robustness in ASR.
Singing Voice in other languages
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Telugu Singing Voice
South Asia
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Malayalam Singing Voice
South Asia
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Nepali Singing Voice
South Asia
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Sinhala Singing Voice
South Asia
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Bangla Singing Voice
South Asia
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Khmer Singing Voice
Southeast Asia
Request Hausa Singing Voice
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.