Speech to Text - Real Time Streaming Transcription

#datascience #speechtotext #machinelearning

Deepspeech is an open-source voice recognition or speech to text system that uses a neural network to convert speech spectrogram into a text transcript

This speech recognition system developed using end-to-end deep learning

The acoustic models were trained on American English and language model improves the accuracy of the predicted transcripts

Acoustic model determines the relationship between audio signals and phonetic units in a language, while a language model matches sounds to words and word sequences.

[hssp]

Im getting error 'ERROR: Could not find a version that satisfies the requirement deepspeech'. Can you provide a solution for this?

[juanandreslopezcubides]

I have this error CreateModel failed with 'Failed to initialize memory mapped model.' (0x3000)

[professorspawn]

Just a quick question. You are passing entire audio at once. Is this function will work for real-time streaming audio like from a microphone?. Just like how Android Speech works. Tap on the mic and it listens realtime.

[مولالشاش-ثص]

Hi i work on a little project with (VOSK asr..kaldi model) and i have an issue, on the first its work good, but on timeline it will be slower on the translating words, im not talking about accuracy but on the time of responding
i thinking about loop of while (Python) my be overload or somthing, can you help me please ?, thanks

[AbdulWahab-mpvn]

I want to convert the audio from a browser into text.

[lenover]

I could really use this but with the option to print the phonemes instead of the actual text. would this be possible??

[purushothaman]

Can you do with microphone ? Can speak show the output instead of using audio file

[balajicmb]

Hii sir. I have one doubt this video using wav file length is very short time, so please tell me how much maximum wav file length time duration ?

[TPrakashpra]

Hi,

For me it's just printing he he he he.... On every new line.. Am I missing something?

[gauravvij]

Can streaming transcription be done on CPUs only? Or is GPU preferable for quick output on large amount of files?

[parinaypanwar]

hey, I am not able to install deep speech on my pc it throws an error(ERROR: Could not find a version that satisfies the requirement deepspeech (from versions: none) ERROR: No matching distribution found for deepspeech ) I am using windows 10 2020 october update

[jcw]

Would there by chance exist a "Deep Speech operation and options for the impatient and code-challenged Techno-moron"? Thx!

[professorspawn]

Premium content. Absolute Genius. Is it also possible for you to share the collab files in the video description?

[shubhamkhamkar]

Can we create android app for the same?

[raghudatheshgp]

Hi Nice video. Is this model works for our indian language.

[souramrakesh]

Can we do speaker diarization using deep speech..?

[akinsnath]

Please what is your name on LinkedIn, I have been working on speech to text slfor a month now.... So u can share some ideas with me
Thanks

[SivaShankarsss]

Hi sir, kindly share codes for study purpose

[torshamondal]

Can you please share this Colab file? In GitHub?

[Abdulsaleem]

Very good video.I am really excited and want to have a direct connection and communication with you. Is it possible please?