SPRING Lab, IIT Madras
lab · IndiaScores
1 product on the map — 1 closed.
Openness
2 medium confidence- license
- not-clearly-stated-on-card(cards and API metadata of all sixteen repositories carry no license
- access
- public(all repositories ungated)
- dataset_card
- no(cards contain only generated schema metadata)
Every language downloads without a gate, and the paper calls the release open source. No repository states a license, so the terms a reuser would rely on are not written down.
- https://arxiv.org/pdf/2310.14654 recorded 2026-09-24
"we are open sourcing SPRING-INX data"; "prepared for ASR system building in 10 Indian languages ... in the public domain"; no license named
- https://huggingface.co/api/datasets?author=SPRINGLab&limit=200 recorded 2026-09-24
SPRINGLab dataset listing with sixteen SPRING_INX_<language>_R1/R2 repositories; no Hindi
- https://huggingface.co/api/datasets/SPRINGLab/SPRING_INX_Malayalam_R1 recorded 2026-09-24
gated: false; no license in cardData
- https://huggingface.co/api/datasets/SPRINGLab/SPRING_INX_Tamil_R2 recorded 2026-09-24
gated: false; no license in cardData
- https://huggingface.co/datasets/SPRINGLab/SPRING_INX_Bengali_R2/raw/main/README.md recorded 2026-09-24
Card holds only dataset_info and configs front matter; no license or description
- https://huggingface.co/datasets/SPRINGLab/SPRING_INX_Malayalam_R1/raw/main/README.md recorded 2026-09-24
Card holds only dataset_info and configs front matter; no license or description
Adoption
2 high confidenceHugging Face downloads summed over the sixteen per-language repositories. Use through the ESPnet recipes or copies held elsewhere is not counted.
- https://huggingface.co/api/datasets/SPRINGLab/SPRING_INX_Assamese_R1 recorded 2026-09-24
153 downloads in the trailing 30 days for SPRINGLab/SPRING_INX_Assamese_R1
- https://huggingface.co/api/datasets/SPRINGLab/SPRING_INX_Assamese_R2 recorded 2026-09-24
10 downloads in the trailing 30 days for SPRINGLab/SPRING_INX_Assamese_R2
- https://huggingface.co/api/datasets/SPRINGLab/SPRING_INX_Bengali_R1 recorded 2026-09-24
300 downloads in the trailing 30 days for SPRINGLab/SPRING_INX_Bengali_R1
- https://huggingface.co/api/datasets/SPRINGLab/SPRING_INX_Bengali_R2 recorded 2026-09-24
296 downloads in the trailing 30 days for SPRINGLab/SPRING_INX_Bengali_R2
- https://huggingface.co/api/datasets/SPRINGLab/SPRING_INX_Gujarati_R1 recorded 2026-09-24
94 downloads in the trailing 30 days for SPRINGLab/SPRING_INX_Gujarati_R1
- https://huggingface.co/api/datasets/SPRINGLab/SPRING_INX_Gujarati_R2 recorded 2026-09-24
169 downloads in the trailing 30 days for SPRINGLab/SPRING_INX_Gujarati_R2
- https://huggingface.co/api/datasets/SPRINGLab/SPRING_INX_Kannada_R1 recorded 2026-09-24
28 downloads in the trailing 30 days for SPRINGLab/SPRING_INX_Kannada_R1
- https://huggingface.co/api/datasets/SPRINGLab/SPRING_INX_Malayalam_R1 recorded 2026-09-24
550 downloads in the trailing 30 days for SPRINGLab/SPRING_INX_Malayalam_R1
- https://huggingface.co/api/datasets/SPRINGLab/SPRING_INX_Malayalam_R2 recorded 2026-09-24
69 downloads in the trailing 30 days for SPRINGLab/SPRING_INX_Malayalam_R2
- https://huggingface.co/api/datasets/SPRINGLab/SPRING_INX_Marathi_R1 recorded 2026-09-24
64 downloads in the trailing 30 days for SPRINGLab/SPRING_INX_Marathi_R1
- https://huggingface.co/api/datasets/SPRINGLab/SPRING_INX_Marathi_R2 recorded 2026-09-24
147 downloads in the trailing 30 days for SPRINGLab/SPRING_INX_Marathi_R2
- https://huggingface.co/api/datasets/SPRINGLab/SPRING_INX_Odia_R1 recorded 2026-09-24
341 downloads in the trailing 30 days for SPRINGLab/SPRING_INX_Odia_R1
- https://huggingface.co/api/datasets/SPRINGLab/SPRING_INX_Punjabi_R1 recorded 2026-09-24
60 downloads in the trailing 30 days for SPRINGLab/SPRING_INX_Punjabi_R1
- https://huggingface.co/api/datasets/SPRINGLab/SPRING_INX_Punjabi_R2 recorded 2026-09-24
283 downloads in the trailing 30 days for SPRINGLab/SPRING_INX_Punjabi_R2
- https://huggingface.co/api/datasets/SPRINGLab/SPRING_INX_Tamil_R1 recorded 2026-09-24
100 downloads in the trailing 30 days for SPRINGLab/SPRING_INX_Tamil_R1
- https://huggingface.co/api/datasets/SPRINGLab/SPRING_INX_Tamil_R2 recorded 2026-09-24
191 downloads in the trailing 30 days for SPRINGLab/SPRING_INX_Tamil_R2
Capability
3 medium confidenceSPRING-INX supplies about two thousand hours of hand-transcribed speech in ten Indian languages, documented only by a short paper. No named model reports training on it, and IndicVoices covers all 22 scheduled languages with far more transcribed speech.
- https://arxiv.org/abs/2310.14654 recorded 2026-09-24
"about 2000 hours of legally sourced and manually transcribed speech data for ASR system building in Assamese, Bengali, Gujarati, Hindi, Kannada, Malayalam, Marathi, Odia, Punjabi and Tamil"
- https://arxiv.org/pdf/2310.14654 recorded 2026-09-24
Table 1: per-language hours from 61 (Assamese) to 420 (Bengali); ESPnet recipes at github.com/Speech-Lab-IITM