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Blogbeiträge zum Thema Audio Classification
Classifying audio on the GIGA R1 WiFi from purely synthetic data
Post written by: Quad Oner Reading Time: 2 minutes One of the main difficulties that people encounter when trying to build their edge ML models is gathering a large, yet simultaneously diverse, dataset. Audio models normally require setting up a micro...
LinuxNewsTechnology#technology3dprint3dprinted3dprinterArduinoAudio ClassificationCraftGiga Display ShieldGiga R1 WifiLinuxMachine LearningMiniature PaintingMiniaturesRobotSynthetic DataTechTinymlImprove recycling with the Arduino Pro Portenta C33 and AI audio classification
Post written by: Quad Oner Reading Time: 2 minutes In July 2023, Samuel Alexander set out to reduce the amount of trash that gets thrown out due to poor sorting practices at the recycling bin. His original design relied on an Arduino Nano 33 BLE Sense...
LinuxNewsTechnology#technology3dprint3dprinted3dprinterArduinoAudio ClassificationAudio ClassifierCraftLinuxMiniature PaintingMiniaturesNano 33 Ble SenseNicla VoicePortentaRecycling BinRobotTechTinymlThis recycling bin sorts waste using audio classification
Post written by: Quad Oner Reading Time: 2 minutes Although a large percentage of our trash can be recycled, only a small percentage actually makes it to the proper facility due, in part, to being improperly sorted. So as an effort to help keep more o...
LinuxNewsTechnology#technology3dprint3dprinted3dprinterArduinoAudio ClassificationCraftLinuxMiniature PaintingMiniaturesNano 33 Ble SenseRecyclingRobotTechTinymlTraining embedded audio classifiers for the Nicla Voice on synthetic datasets
Post written by: Quad Oner Reading Time: 2 minutes The task of gathering enough data to classify distinct sounds not captured in a larger, more robust dataset can be very time-consuming, at least until now. In his write-up, Shakhizat Nurgaliyev desc...
LinuxNewsTechnology#technology3dprint3dprinted3dprinterArduinoAudio ClassificationAudio ClassifierCraftLinuxMachine LearningMiniature PaintingMiniaturesNiclaNicla VoiceRobotTechTinyml
Detect vandalism using audio classification on the Nano 33 BLE Sense
Post written by: Quad Oner Reading Time: 2 minutes Having something broken into and/or destroyed is an act that most people hope to avoid altogether or at least catch the perpetrator in the act when it does occur. And as Nekhil R. notes in his project...
LinuxNewsTechnology#technology3dprint3dprinted3dprinterArduinoAudio ClassificationCraftLinuxMachine LearningMiniature PaintingMiniaturesNano 33 Ble SenseRobotTechTinyml
This device detects different household sounds through tinyML
Post written by: Quad Oner Reading Time: 2 minutes Arduino Team — July 14th, 2022 For people who suffer from hearing loss or other auditory issues, maintaining situational awareness can be vital for keeping safe and autonomous. This problem is what ...
LinuxNewsTechnology#technologyArduinoAudio ClassificationLinuxMachine LearningNano 33 Ble SenseSound RecognitionTechTiny Machine LearningTinyml
This low-cost device uses tinyML on Arduino to detect respiratory diseases in pigs
Post written by: Quad Oner Reading Time: 2 minutes Arduino Team — June 30th, 2021 One major drawback to the largescale farming of animals for meat consumption is the tendency for diseases to spread rapidly and decimate the population. This widesprea...
LinuxNewsTechnology#technologyArduinoAudio ClassificationAudio ClassifierLinuxMachine LearningMkr Fox 1200Nano 33 Ble SenseSound ClassificationSound RecognitionTechTinyml