Beyond the edge: markerless pose estimation of speech articulators from ultrasound and camera images using deeplabcut

HIGHLIGHTS

  • who: Alan Wrench and Jonathan Balch-Tomes from the Clinical Audiology, Speech and Language Research Centre, Queen Margaret University, Musselburgh , UU, UK have published the Article: Beyond the Edge: Markerless Pose Estimation of Speech Articulators from Ultrasound and Camera Images Using DeepLabCut, in the Journal: Sensors 2022, 22, 1133. of /2022/
  • what: The authors investigate the use of pose estimation deep neural nets with transfer learning to perform markerless estimation of speech articulator keypoints using only a few hundred hand-labelled images as training input. The authors show that pose estimation can estimate the position . . .

     

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