Real-time Speech to Text with DeepSpeech - Getting Started on Windows and Transcribe Microphone Free 

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I really like, that you mention the platform at the end!

Thank you. Started DeepSpeech in a minutes.

Thanks so much for making this video, it was exactly what I was looking for!

thank you for sharing. i donated my voice there. this is so cool!

Thanks for this video! I got everything working. As you said, it's not as good as proprietary solutions but for simple commands like "start", "stop" or "turn on light" it should work. Looking forward to contribute.

Thanks for this short, straightforward, to-the-point video! By reading the manual I thought I am going to need to take a vacation to learn just to run DeepSpeach, now I am very confident about doing it quite quickly!

Uuu, really good content here! Grandee

Works on Windows after struggling for a while, many thanks

I was looking for this kind of video.. Currently I am working on creating AI assistant. This will help me a lot

realy helpful for me (I think your video is the only one on the subject?). in addition to this, a tutorial on mozilla's TTS would actually be great. I would like something more detailed for that. I currently don't understand how to use new datasets to get other voices. i guess you have to train a model with a dataset. a tutorial on this would be really really cool! maybe you have also dealt with it?In any case, deepspeech and tts can theoretically be combined well.

Thanks for making this man!

Thanks for ur video! I used Python 3.8.6 and DeepSpeech v0.9.3 and it worked well!

Great Video, I had some problems but now it works. Thank you

Great video. Thank you 😊

Job nicely done and presented, thank you.

Wow great library thank you

Got this working on windows! thanks for the tut!

Thank you!

Excellent. If you could make a tutorial on how to train own model. The big players have already done that for well-known languages. In contrary this one could help with neglected languages like mine. So a tutorial on how to train own model in a new language would be very helpful.

can you please do a video about implanting this code to a project please?

very nice . plz make a video of how you train your own model

super nice! was able to follow it successfully, but on a mac.

Do you think we can run whisper or fast whisper llm on esp32's? Sort of in a form factor like the carputer or beepberry?

What if I have multiple wav files and I want to transcribe each one and output to a text file? How do I do that?

Thanks, finally a good tutorial for Deepspeech!

Do you can do a tutorial teaching about how use deepspeech in unreal engine?

Hi Federico, thank you for your video. do you know how to integrate Deepspeech into talon?

Thank you thank you thank you

Hi can I ask on how I can integrate this to my application? My application is now working on ionic environment is it possible to integrate this one?

does the vad streaming work outside deepspeech? i wanna use it in another ASR framework

nice info

Very nice video,

How can we build a speech to text model from scratch in other less resourced languages using deepspeech?

Hi Terzi, can this software run on mac? and can it translate movie videos in to any language? thanks in advance!

What should i do if my laptop has installed python 3.8 version

„Scripts\activate“ is not working. I get a error „parameter wrong -850“

thanks !

Hi! You are using an already pre-trained model to do this speech-to-text application. But what if you want to train this model with another dataset, like for example in spanish or in italian? Which would be the steps to take in order to train the model to recognize speech in another language that isn't english?

Can you use deepspeech for a diacritic system

Hey, can it be possible upon using colab environment

I get stuck at installing the requirements.txt ERROR: Could not find a version that satisfies the requirement deepspeech~=0.8.0 ERROR: No matching distribution found for deepspeech~=0.8.0 Edit: I already downgraded to Python 3.9.0 which is said to be compatible...

Thank you for the video. Nice tutorial to get familiar with!!!!! Also, I have found a german pre-trained model. could you please explain how to work with german or any other pre-trained model.

i already run the code, but it cannot recognize my voice, anyone has solution for it

Heyy, Pls Solve my query , How many languages does it support ? Like english , spannish could you provide a list of it., I tried to find it on Github and reddit, but was unsucesfull !!!

good video

(deepspeech) C:\Users\user\Documents\deepspeech>pip3 install deepspeech ERROR: Could not find a version that satisfies the requirement deepspeech (from versions: none) ERROR: No matching distribution found for deepspeech pip and pip3 not working on version 3.10 any ideas?

ERROR: Cannot install deepspeech==0.9.3 and numpy>=1.15.1 because these package versions have conflicting dependencies. deepspeech 0.9.3 depends on numpy=1.12.0 I am unable to get around this to work, any idea?

Can we somehow play with the energy(loudness) levels under which audio is captured , triggering the transcription.? I mean every little sound triggers deepspeech, while we want it to be triggered only when a person speaks. Can somehow an energy threshold be determined? I'm working on it, but I could save some time if there is already a solution. There seems to be a condition in vad_collector() that I am finding hard to understand. Thank you

what is the difference between deep speech and deep speech 2?

Speech to text transcribe open source library using python pycharm an another id Es using method code is available bro?

Is deepspeech compatible with nvidia Rtx3090 ?

help Import Error: DLL load failed: no se puede encontrar el modulo especificado

At 5:04 You told you're going to show nice little project what is it ??

Nice video. Can you make a video about the use in android?

was wondering if you could help. I'm getting this error: ERROR: Could not find a version that satisfies the requirement deepspeech (from versions: none) Also, where do you put the two model files after you download

can this use for movies ?

can you please make a video how to train ?

What should I do if I want to use an application like this one for another language like spanish?

hi , i cant install requirement.txt with pip . can you help me

Different numpy versions requirements make it fail for me. deepspeech 0.9.3 numpy 1.14.4 pip 10.0.1 PyAudio 0.2.11 scipy 1.5.4

hmmm after I install DeepSpeech into my venv, I do not see "mic_vad_streaming"... any idea on how to install it?

how can i download mic_vad_streaming

Ciao, Federico. Complimenti per il video, molto bello e interessante! Deep Speech funziona anche per l'italiano?

Can I use it to generate Bengali language?

There is an article on internet how to make srt files for movies via deepspeech. I can't get that working in the windows can you make a video how to convert audio files into text or srt via deepspeech pls? it would be very useful and increase your video views

1) Python 3.6.5 doesn't work. I updated to 3.6.7 2) activate give an error ... edit activate.bat in Scripts folder and put and '.' after "delims=:" in line 4 then execute Scripts\activate.bat explicitly

Its Really cool! I tried this its working but its not printing the text which got listened. Is anyone here faced this? Please help me to fix this.

Why is teh function of the scorer?

how did you directly get mic_vad_streaming folder inside the deepspeech folder without doing anything

NIce Tutorial..! So I have a custom trained Language model which has (.model) extenstion, how to I convert it into .scorer file?

Hope we could use it in the Windows environment so that I can study foreign languages easily somemday : )

amazing, thank you. can you please make a new video how to install it on debian and train it?

How to train with Indian ascent

Awesome!! can it recognize from files too? and how, please?

How to integrate into UE4

I would like to use deepspeech on a website. Is there a good method for running this in a Javascript environment?

@Federico Terzi, Im from India. It is not recognizing Indian English accent. Any thoughts on how to get Deepspeech recognize

Ciao Federico, grazie per il fantastico tutorial! Mi chiedevo se magari potevi gentilmente potevi farne uno con l Italian Model per i principianti come me

Thanks for the video! Is any guidance on how to integrate DeepSpeech into an application on Windows? I'm sure that would be very useful for developers! Thanks!

What should I add to change the voice recognition language?

I'm working on a college project and I need to make the speech-to-text in my language. Any idea how to use deepspeech in Romanian? I saw the language is available

Hello! How DeepSpeech can be compared with Open AI Whisper?

Can you also Integrate deepspeech into a web app with some API? thanks

Hello Federico, Thanks for the video. I followed the steps but after recognizing the audio, it is not returning any result in the command line. After "Recognized: " it's just blank. Sorry, I can't attach any screenshot. I'm using deepspeech 0.7.4 and it is working fine with audio to text conversion. But for microphone application throwing this issue.

so I followed everything you did. originally started with python 3.7 and it indeed eventually ran int an error trying to install the requirements.txt so I downgraded to 3.6.8. deleted the folder and started over. this time I got everything to work and when i run the mic_vid_streaming.py with the downloaded files, it says "listening..." and whenever I speak it says "Recognized: " but says nothing after that. it clearly is hearing me because it only spits out "Recognized: " when I say something, but then it doesn't print what I said. have any idea what it might be? I'm a begginer to python and coding in general but I was trying to troubleshoot by changing line 194 to text = stream_context to see if my words were somehow in that but it just says "Recognized: " not sure what that means

Is it possible to write these commands into a python file and just run that?

Thank you so much, but if anyone has done this in a python file kindly please share the link. I'm facing some problems kindly please if anyone has done please provide the link. I have a deadline coming up, please help me.

Awesome video ! i have already following this instruction the step one by one, but at the end, when the last step. i have a problem "ModuleNotFoundError: No module named 'webrtcvad' . can you help me with this problem? thanks.

was there a video on how to transcribe the audio files into text? Please let me know and thank you!

Thanks. I can't find the follow-up video though

please put how to use as python api

IBM Via Voice worked perfectly already in 1998, I wonder what happened to it? With IBM Via Voice you could speak and the text was fed into text editor.

Interesting topic. I expected to use it in my project but when I tested, it doesn't regognize my voice as good as your :( It catches 50% of my words, and most of the time, it writes a wrong one :( But thank you anyway!

How can I implement an Italian Recognizer?

I have no skills in Python, I'm trying to read from wav file instead of mic and display metadata, I tried -f arg but didn't work :( any help ?

How much work and time does it need to create a library for new language with its own rules which are not in these libraries?

is this only with english langauge?

Bro, I am getting error Could not find a version that satisfies the requirement deepspeech

Hi, can you make a tutorial on how to train your own model for deepspeech