PaSST OpenMIC features (ONNX)
ONNX export of the PaSST-S OpenMIC checkpoint openmic-passt-s-f128-10sec-p16-s10-ap.85.pt
from kkoutini/PaSST (release v0.0.5, Apache-2.0), with its 32 kHz mel frontend built in.
The weights are unchanged; this is a format conversion.
- Input
samples32k: float32[1, 320000], the first 10 s of mono 32 kHz audio, zero-padded. - Outputs:
featuresfloat32[1, 768](frozen representation) andscoresfloat32[1, 20](OpenMIC sigmoid scores). model.onnxSHA-256:79142146b9b56a2c3c4fb14f5585f28d66ecd756aaefad6f89ff8eb50b820cd9- Source checkpoint SHA-256:
dc229428753176e8be0373d25887116fc15b490af86f671cecf9ed76a0f287da
Used by Document Graph Explorer for a short-clip bass-hit detector.
Citation: Khaled Koutini, Jan Schlüter, Hamid Eghbal-zadeh and Gerhard Widmer, "Efficient Training of Audio Transformers with Patchout", Interspeech 2022.