# qtimlaconverter The qtimlaconverter plugin processes the incoming audio waveform data into ML tensors. The ML models such as the audio classification model process these tensors for inferencing. [GstCaps](https://gstreamer.freedesktop.org/documentation/gstreamer/gstcaps.html) determines the transformation on the plugin output. GstMLBufferPool, a custom buffer pool class, can do the following: - Assign the output buffers. - Assign the ION buffers through IOCTL commands to the kernel. ## Inheritance chain [GObject](https://docs.gtk.org/gobject/) → [GstObject](https://gstreamer.freedesktop.org/documentation/gstreamer/gstobject.html?gi-language=c) → [GstElement](https://gstreamer.freedesktop.org/documentation/gstreamer/gstelement.html?gi-language=c) → [GstBaseTransform](https://gstreamer.freedesktop.org/documentation/base/gstbasetransform.html?gi-language=c) → GstMLAudioConverter The following tables provide information on pad templates and element properties of qtimlsnpe. For use cases, [Audio classification decode and display with LiteRT](https://docs.qualcomm.com/doc/80-80021-50/topic/audio-classification-with-litert.html). ## Pad configuration | Pad Name | Capabilities | Capabilities | Capabilities | | --- | --- | --- | --- | | SINK template: 'sink'
| audio/x-raw | format | { (string)F32LE, (string)S32LE, (string)U32LE, (string)S24LE, (string)U24LE, (string)S16LE, (string)U16LE, (string)S8, (string)U8 } | | SRC template: 'src'
| neural-network/tensors | format | { (string)UINT8, (string)INT32, (string)FLOAT16, (string)FLOAT32 } | ## Element configuration Table : Element properties of qtimlaconverter | Property | Description | | --- | --- | | name | The name of the object.
| | parent | The parent of the object.
| | qos | Handle the quality-of-service events.
| | sample-rate | Sample-rate at which the audio converter receives the raw audio waveform samples. For example, the source sample rate when the audio source is an element pulsesrc. | Last Published: Mar 26, 2026 [Previous Topic qtimlvconverter](https://docs.qualcomm.com/bundle/publicresource/80-80021-50/topics/qtimlvconverter.md) [Next Topic qtibatch](https://docs.qualcomm.com/bundle/publicresource/80-80021-50/topics/qtibatch.md) Source: [https://docs.qualcomm.com/doc/80-80021-50/topic/qtimlaconverter.html](https://docs.qualcomm.com/doc/80-80021-50/topic/qtimlaconverter.html)