Engineering tinyML models in sound recognition. An analysis of an entire specialist pipeline, from data collection to deployment Post date February 12, 2021 ← tinyML Perf: Expanding the MLPerf Inference benchmark to microcontrollers and tiny devices → TSM: Temporal Shift Module for Efficient Video Understanding