Train your custom Speech Recognition Model with Hugging Face models

This tutorial will show you how to train a custom voice recognition model using Hugging face models. With the increasing popularity of voice-enabled devices and services, having accurate and reliable voice recognition is crucial. By training your own custom voice recognition model, you can improve the accuracy of your voice-enabled applications and services, and tailor them to your specific needs.
We will walk you through the process of preparation of training data and how to fine-tune on top of a custom voice recognition model, and tuning. We will also describe how to inference this model in real-time.
Github: github.com/dre...
#speechrecognition #huggingface

[@KaboLetsogo]

claps hands for thumbnail bait

[@shwetabhat9981]

Great content sir . Thank you so much . Learnt a lot from this one . Keep growing 🎉

[@deepakjohnreji]

Thank you :)

[@avinashok]

Nice tutorial Deepak. Keep making such useful content. ❤

[@deepakjohnreji]

Thanks Avinash :)

[@dailytalkingpaper]

the model you created is it based on the whole datasets?

[@PreetiS-x3u]

Hello, I ran the codes and trained the model on the entire dataset, but when I run the inference code, the predictions are empty. Any idea why? Could it have anything to do with the fact that I don't have pytorch_model.bin in my model folder, but model.safetensors instead?

[@kestonsmith1354]

nope

[@Foodie_Place]

hello sir,
does this model detect filler words ?

[@GouravKumar-qi5gt]

sir, I am note able to import huggingsound, Please help

[@GouravKumar-qi5gt]

its showing the following error :- ERROR: Ignored the following versions that require a different python version: 0.0.1 Requires-Python >=3.7,=3.7,=3.7,=3.7,=3.7,=3.7,=3.7,

[@deepakjohnreji]

@@GouravKumar-qi5gt based on the error, it seems you are not using compatible python version, could you upgrade and check

[@srisir481]

guru@@deepakjohnreji , please play input and output sounds

[@AdityaPatel-f1c]

your voice_cloning python module have several issues

[@deepakjohnreji]

This experiment was done as a research project to test out previous approaches. Thia package has a lot of flaws, but these approaches are a great alternative to the paid services available.

[@suchidoodles]

Bro how to create dataset ?

[@deepakjohnreji]

Do you mean, like huggingface dataset?

[@suchidoodles]

@@deepakjohnreji i wont to create voice to 3d sign language animation web app in to my research. Its already have google speech recognition in my language(sinhala) its not a research i think. Then i want to create speech identification model in my language. Can you give me a better solution for it? 😊

[@deepakjohnreji]

@@suchidoodles have you tested whether Google Speech recognition solution is working well? for your data.

[@ganeshmittal1304]

I am getting too many errors when I run the model_training code. I have tried running it on Google Colab, but I still cannot get any results. Can you please help me?

[@deepakjohnreji]

Is it working now?