Speech language detection using Wave2vec 2.0
I wanted to know whether if we can train Wave2vec 2.0 to detect languages from audio. Like speech to text work only if we know the original language of the audio. Can we detect the language from audio files? Any input will be helpful@valhalla
2021-03-24T05:36:31Z
Do you mean classifying the language with given audio? How much big is your data? It is an easy task by using a few convolution layer with a few language.
2021-03-24T05:40:15Z
Yes,@EmreOzkoseCan you suggest some script or library for classifying the language with the given audio? I couldn’t find any SOTA in this task. I have a large amount of audio data for my task.
2021-03-24T05:58:44Z
You should checkthis challengewhich has 3 task for spoken language detection and nice SOTA approaches.Some of these methodsalso contains transformer. This means you can use Huggingface.