Table · dataset · 2026
Seven-Class Sarali Varisai Audio and Feature Dataset for Tonic-Invariant Pattern Classification
Listed in ZivaHub and Deakin Research Online and DMU Figshare and HKU DataHub and Swinburne Figshare and DaYta Ya Rona and SUNScholarData and figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.6084/m9.figshare.33176456.v2
Description
<p dir="ltr">This dataset supports the research study titled “A Tonic-Invariant Framework for Sarali Varisai Pattern Classification Using Legendre-Based Melodic Contour Representation.” It was created for the automatic classification of seven Sarali Varisai exercise types in Carnatic music.</p><p dir="ltr">The dataset was collected by the authors and contains 276 vocal recordings distributed across seven classes, from Type 1 to Type 7.
The recordings were captured using a Sony ICD-PX470 digital voice recorder in 16-bit, 44.1 kHz WAV format. Each class represents a distinct combination of ascending and descending swara sequences, note-cluster organization, repetition, and pause placement.</p><p dir="ltr">The deposited files include anonymized audio recordings, class labels, anonymous participant identifiers, MFCC-based feature files, tonic-normalized Legendre polynomial features, participant-wise training and testing split information, model-performance results, and supporting documentation.
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The MFCC baseline uses 13 coefficients extracted from 10 equal temporal segments and summarized separately using mean, standard deviation, and median statistics. The Legendre representation models tonic-normalized melodic contours using polynomial degrees 4, 8, 12, 16, and 20.</p><p dir="ltr">Recordings from an individual participant were assigned exclusively to either the training or testing subset to prevent singer-dependent information leakage.
The dataset is intended to support research in Carnatic music analysis, music information retrieval, pitch-contour modeling, tonic-invariant audio classification, machine learning, and technology-assisted music education.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.33176456.v2 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
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- Inferred from text
- Audio 75%
Provenance · 11 source records, 85 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/33176456 | 5 d ago | JSON v1 |
| Deakin Research Online | oai:figshare.com:article/33176456 | 5 d ago | JSON v1 |
| DMU Figshare | oai:figshare.com:article/33176456 | 5 d ago | JSON v1 |
| HKU DataHub | oai:figshare.com:article/33176456 | 5 d ago | JSON v1 |
| Swinburne Figshare | oai:figshare.com:article/33176456 | 5 d ago | JSON v1 |
| DaYta Ya Rona | oai:figshare.com:article/33176456 | 5 d ago | JSON v1 |
| SUNScholarData | oai:figshare.com:article/33176456 | 5 d ago | JSON v1 |
| figshare | oai:figshare.com:article/33176456 | 4 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/33176456 | 4 d ago | JSON v1 |
| GRANTS Data | oai:figshare.com:article/33176456 | 4 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/33176456 | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].anzsrc:field:360303 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Music education'] |
| concepts[field].anzsrc:field:360303 | mapping · figshare swinburne edu au | vocabulary-mapper@1.0.0 | keywords['Music education'] |
| concepts[field].anzsrc:field:360303 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Music education'] |
| concepts[field].anzsrc:field:360303 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['Music education'] |
| concepts[field].anzsrc:field:360303 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Music education'] |
| concepts[field].anzsrc:field:360303 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Music education'] |
| concepts[field].anzsrc:field:360303 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Music education'] |
| concepts[field].anzsrc:field:360303 | mapping · scholardata sun ac za | vocabulary-mapper@1.0.0 | keywords['Music education'] |
| concepts[field].anzsrc:field:360303 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Music education'] |
| concepts[field].anzsrc:field:360303 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Music education'] |
| concepts[field].anzsrc:field:360303 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Music education'] |
| concepts[field].anzsrc:field:360304 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Music performance'] |
| concepts[field].anzsrc:field:360304 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Music performance'] |
| concepts[field].anzsrc:field:360304 | mapping · scholardata sun ac za | vocabulary-mapper@1.0.0 | keywords['Music performance'] |
| concepts[field].anzsrc:field:360304 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Music performance'] |
| concepts[field].anzsrc:field:360304 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['Music performance'] |
| concepts[field].anzsrc:field:360304 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Music performance'] |
| concepts[field].anzsrc:field:360304 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Music performance'] |
| concepts[field].anzsrc:field:360304 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Music performance'] |
| concepts[field].anzsrc:field:360304 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Music performance'] |
| concepts[field].anzsrc:field:360304 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Music performance'] |
| concepts[field].anzsrc:field:360304 | mapping · figshare swinburne edu au | vocabulary-mapper@1.0.0 | keywords['Music performance'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare swinburne edu au | connector:figshare_swinburne_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:humanities | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare swinburne edu au | connector:figshare_swinburne_edu_au@1.0.0 | |
| concepts[field].local:field:humanities | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare swinburne edu au | connector:figshare_swinburne_edu_au@1.0.0 | |
| concepts[field].local:field:social-science | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:social-science | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[modality].local:modality:audio | enrichment · zivahub uct ac za | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |