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David Kanter

2 episodes

Practical AI Practical AI #164

Democratizing ML for speech

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2022-01-19T15:30:00Z #ai +2 🎧 21,953

You might know about MLPerf, a benchmark from MLCommons that measures how fast systems can train models to a target quality metric. However, MLCommons is working on so much more! David Kanter joins us in this episode to discuss two new speech datasets that are democratizing machine learning for speech via data scale and language/speaker diversity.

Practical AI Practical AI #119

Accelerating ML innovation at MLCommons

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2021-01-19T15:30:00Z #ai +1 🎧 10,712

MLCommons launched in December 2020 as an open engineering consortium that seeks to accelerate machine learning innovation and broaden access to this critical technology for the public good. David Kanter, the executive director of MLCommons, joins us to discuss the launch and the ambitions of the organization.

In particular we discuss the three pillars of the organization: Benchmarks and Metrics (e.g. MLPerf), Datasets and Models (e.g. People’s Speech), and Best Practices (e.g. MLCube).

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