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<li>Duplicate registration results in rejection.</li>
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<li>Registration details must be accurate.</li>
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<li>Mentoring by Arm experts (virtual) & college mentors (local).</li>
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<li>Teams can reach Arm experts via email/Slack/Discord.</li>
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<li>Mentoring by industry & academic experts (virtual) & college mentors (local).</li>
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<li>Teams can reach out to mentors(experts) via support email id as mentioned.</li>
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<li>Mini project to be hosted on GitHub and submitted using the challenge submission form.</li>
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<li>Arm may assign a different problem statement.</li>
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<li>All Challenge related notifications & updates will posted in this page.</li>
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<li>Winners must provide college ID & documents.</li>
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<li>Updates will be posted on this page.</li>
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<li>The selection of finalists and winners will be solely at the discretion of the organizers of this challenge.</li>
@@ -281,7 +281,7 @@ <h3>Key Requirements</h3>
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<li>Monitor and standard peripherals.</li>
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</ul>
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</li>
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<li>Software:
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<li><strong>Software</strong>:
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<ul>
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<li>JetPack OS with CUDA support.</li>
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<li>Python, OpenCV, MediaPipe.</li>
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<h3>Objective</h3>
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<p>
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Build a fully local, real-time speech-to-speech translation system optimized for Arm-based CPUs, leveraging SME2 where available (preferred) or optimising using NEON. The system must perform speech recognition, LLM-based translation or semantic rewriting, and speech synthesis entirely on-device, meeting mobile latency, power, and thermal constraints.
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Build a fully local, real-time speech-to-speech translation system optimized for Arm-based CPUs, leveraging SME2 where available (preferred) or NEON/NPU otherwise. The system must perform speech recognition, LLM-based translation or semantic rewriting, and speech synthesis entirely on-device, meeting mobile latency, power, and thermal constraints.
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</p>
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<h3>Project Description</h3>
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<li>Hardware:
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<ul>
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<li>Arm-based smartphone CPU</li>
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<li>SME2-enabled device preferred; otherwise utilise NEON on CPU or optionally an onboard NPU</li>
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<li>SME2-enabled device preferred; otherwise NEON-optimized CPU or optional onboard NPU</li>
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<li>Microphone and audio output (speaker or headphones)</li>
To receive the benefits, you must show us your project through our [online form](https://forms.office.com/e/VZnJQLeRhD). Please do not include any confidential information in your contribution. Additionally if you are affiliated with an academic institution, please ensure you have the right to share your material.
To receive the benefits, you must show us your project through our [online form](https://forms.office.com/e/VZnJQLeRhD). Please do not include any confidential information in your contribution. Additionally if you are affiliated with an academic institution, please ensure you have the right to share your material.
To receive the benefits, you must show us your project through our [online form](https://forms.office.com/e/VZnJQLeRhD). Please do not include any confidential information in your contribution. Additionally if you are affiliated with an academic institution, please ensure you have the right to share your material.
To receive the benefits, you must show us your project through our [online form](https://forms.office.com/e/VZnJQLeRhD). Please do not include any confidential information in your contribution. Additionally if you are affiliated with an academic institution, please ensure you have the right to share your material.
To receive the benefits, you must show us your project through our [online form](https://forms.office.com/e/VZnJQLeRhD). Please do not include any confidential information in your contribution. Additionally if you are affiliated with an academic institution, please ensure you have the right to share your material.
To receive the benefits, you must show us your project through our [online form](https://forms.office.com/e/VZnJQLeRhD). Please do not include any confidential information in your contribution. Additionally if you are affiliated with an academic institution, please ensure you have the right to share your material.
To receive the benefits, you must show us your project through our [online form](https://forms.office.com/e/VZnJQLeRhD). Please do not include any confidential information in your contribution. Additionally if you are affiliated with an academic institution, please ensure you have the right to share your material.
To receive the benefits, you must show us your project through our [online form](https://forms.office.com/e/VZnJQLeRhD). Please do not include any confidential information in your contribution. Additionally if you are affiliated with an academic institution, please ensure you have the right to share your material.
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