Project AURIONAI Use-Cases Research & Innovation
TinyML

DS-CNN

Model listed in Arm ML-Zoo, optimised for Arm IP (Cortex-A, Cortex-M, Mali, Ethos-U) in TensorFlow Lite format.

ArmArm
Arm
Levelmodel
ClassTinyML
Parametersnot in the notes
Contextnot in the notes
Released20 Nov 2017
Opennessunknown
Runs onmicrocontroller, mobile or NPU
Statusactive

R&D Topics

Keyword spotting and audio event detection on microcontrollersexemplarTinyML on microcontrollersproduced by

Identity

Developer
Arm
Family
not in the notes
Released
20 Nov 2017 sourcesannouncement page
Weights published
–
Record checked
10 Oct 2026
Where this comes from
Developer and dates from the research notes. Release date is the vendor's public announcement; weights date is when open weights were published.

Architecture and Size

Architecture
not in the notes
Total parameters
– sources
Active parameters
–
Checkpoint parameters
–
Context length
not in the notes
Input
text
Output
labels and boxes
Where this comes from
Parameter counts as the developer states them. Where the checkpoint holds a different total, both are shown (register A16).

Openness and Access

Openness
unknown
Licence
not in the notes sources
Access routes
not in the notes
Where this comes from
The licence file governs over registry tags and aggregator labels.

Deployment

Runs on
microcontroller, mobile or NPU
Footprint
not in the notes
Runtimes
not in the notes
Where this comes from
Deployment tiers and runtimes as named in the notes. Footprint is the notes' figure, not a measurement by AURION.

Indonesia

Indonesian support
not stated
Regional languages
not in the notes
Jakarta hosting
unknown
Languages
not in the notes
Where this comes from
Indonesia fields are carried on every model; unknown is an allowed value.

Benchmark Results

The notes record no benchmark result for this model.

Lineage

The notes record no lineage for this model.

Industry Use Cases

No industry use case links this model.

Sources

  1. GitHub - Arm-Examples/ML-zoo github.com https://github.com/ARM-software/ML-zoo
  2. arxiv.org/html/1711.07128 https://arxiv.org/html/1711.07128
  3. arxiv.org/abs/1711.07128 https://arxiv.org/abs/1711.07128

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "DS-CNN", https://aurion.semai.id/models/ds-cnn/, records of October 2026.