Recognition of random words by speech recognition from microphone with endpoint detection

[mukherjeesougata]

I am using this script for building live speech recognition API. But it is recognizing some random words in between. I have attached a figure which shows random words are getting recognized at indices 2,4 and 10. No words have been uttered at this indices.

[csukuangfj]

Could you use
https://k2-fsa.github.io/sherpa/ncnn/pretrained_models/zipformer-transucer-models.html#csukuangfj-sherpa-ncnn-streaming-zipformer-en-2023-02-13-english
for testing if you are speaking English?

Also, please have a look at
http://github.com/k2-fsa/sherpa-onnx
which supports more models.