I Built a Personal Speech Recognition System for my AI Assistant

This video shows you how to build your own real time speech recognition system with Python and PyTorch. It walks you through the deep learning techniques that are effective when modeling speech problems, as well as code to build your own.
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This video is the second episode of the series "How to build your own A.I. voice assistant with Pytorch"
• Build an AI Voice Assi...
Github:
github.com/LearnedVector/A-Ha...
Pre-Trained ASR Model:
drive.google.com/file/d/1jcNO...

[@totoma3297]

this is michael reeves from the universe where he decided to do something useful with his life

[@isawcornflakes6201]

LMFAOOOO DIDNT HAVE TO DO HIM LIKE THAT 😭☝️

[@aliveandwellinisrael2507]

6:57 yep

[@UmbraAtrox_]

Wow, that's mean bro.

[@justinross2664]

kzbin.info/www/bejne/n6rPZmawrt9osM0

[@DayoBrandon]

Imagine the greatest Michael colab. The two of them plus Michael Stevens (vsauce)

[@joeyrivenbark5056]

Hey man, I really like how you have written definitions in addition to your speaking, helps a lot.

[@akulgoel9259]

This is so good, I remember seeing this video a year ago and wishing he'd continued the series.

[@zacknawrocki]

I've been looking forward to this part of the series the most! I've been trying to create/run a voice assistant locally, and could not figure out how to apply speech recognition without relying on Google's Python module (which i was trying to avoid for privacy reasons, defeating the purpose of making one) and the HMM basics in my Intro to AI course weren't enough to implement it. This is fantastic.

[@justinross2664]

kzbin.info/www/bejne/n6rPZmawrt9osM0

[@OtRatsaphong]

Wow, just discovered your channel. Great work. I'm just starting my journey into Deep learning and speech recognition. Will be following your progress.

[@victor7ultimate]

After watching this video, I literally took off my hat as a mark of respect to this. Cant thank you enough. Thanks a million

[@fteoOpty64]

Loved the high speed speech part!. Well done. Excellent production Mike!. TQ

[@justinross2664]

kzbin.info/www/bejne/n6rPZmawrt9osM0

[@swarajshinde3950]

Loved it Man , Great Video !

[@CraftClone1]

This is awesome! I wish there was more content from you One Ai hacker to another, keep on going!

[@chenjus]

Really dope video. Can't wait to see your next one.

[@theroyal1914]

we need programmers like you. For advance learning.

[@justinross2664]

kzbin.info/www/bejne/n6rPZmawrt9osM0

[@davidkim2389]

When next?? Best Series ever!! Please post next!!

[@alexkonopatski429]

this series is so cool! keep it up bro

[@briankim49]

Loved the video. You really showed me the tools I could use to build my own speech recognition model!

[@justinross2664]

kzbin.info/www/bejne/n6rPZmawrt9osM0

[@JoshuaHerath]

This video is so high quality wish you uploaded more

[@Alex.In_Wonderland]

omg, thank you! every other video I look up on this subject is just an ad for a text-speech readers! thanks for going into such detail about your thought process, buut after looking at the rig you have vs the one I've got ... well. . . if it took you a handful of days, it'd take me a week or two LOL great video! thanks a lot!

[@neilosborne8682]

This is excellent! (subscribed!) I had to quickly brush up my skills for a project I'm working on (will be open sourcing it soon!) - and this video was short, sweet and to the point! Thanks

[@gauravshipurkar1570]

Bro you are freaking awesome!!! i love your content, helps a lot.

[@sirlightshadowslayer473]

This was insane, gonna try to do similar now, thank you for the informations

[@mtaneesh1411]

This was a really good video dude. Can you tell me how to make the soundwave display that you had while testing the model

[@sreerajsathish3635]

Omg the video i was looking for thank for making one..... Full support❤

[@smeagol92055]

I'm building my own wearable AI assistant and this series is **exactly** what I was looking for! Great stuff!

[@strange5700]

Can you make tutorial

[@justinross2664]

kzbin.info/www/bejne/n6rPZmawrt9osM0

[@PonchoManOG]

dude no way same

[@morraza3307]

@@PonchoManOG does this tutorial still work?

[@PonchoManOG]

@@morraza3307 yes

[@thiscrow]

at the beginning of the video: Oh I see ! 6:57 : Oh I ... oh ...

[@chrisw1462]

A Cue Stick - used for playing billiards. Acoustic (a-COO-stick) - dealing with sound or audio energy.

[@vicehaiti914]

Keep going bro.full support

[@rahulkumarm1446]

Brooo.I really dont know whether u coded this or just took reference from something....idrc u are AMMMMMAAAAZZZZIIINGGGGG.Hats off 2 u.U have a great talent man.......u could be the next ceo of any big fours too....

[@itumelengmothapo2456]

thank you man... this was fun to watch

[@kalyanstock8058]

Wow...who knew you can make AI teaching so much fun....You should make more videos

[@SivaShankarsss]

Eagerly waiting

[@jairojosy5985]

Keep going on and finish the project fast. I'm looking ahead for the project to be finished

[@user-jj8qh5lm7u]

i think this is a very good video for me ,It can not only let me learn some knowledge, but also make me feel relaxed.thank you

[@jumbejolly3129]

Man your a genius man. I wish I could do this. I have some many ideas but dont know where to start.

[@fteoOpty64]

Love your War Machine!. I build my first Pentium Pro Dual Proc decades ago. It had a special powersupply and I had to rig my Generic case to fit the Tyan motherboard!. It ran Linux then.

[@kevinrtres]

Thanks for the information. Just goes to show that the idea that we evolved is just sheer madness.

[@michealhall7776]

I'm enjoying discovering all these smaller ai channels

[@alexandergrayson9856]

Hey pal, your work's great I love it 🙌🙌

[@hemanth8195]

This is really nice work dude

[@kimkubik7547]

You Michael Rock!!!! Way to teach!!!

[@zikpin]

This is what i was looking for, thanks

[@jtlunsford780]

Totally awesome. Understood about .5% (that's point 5%). Just got my headset set up in Win 10 and am loving it. You're awesome and I bow to your knowledge and expertise....thanks for the cool vid. It was not wasted on my limited knowledge, but it peaked my interest...thanks again...JT

[@tripathi26]

This is awesome! thanks man.

[@CreateYourWorld1]

Planning on creating my own Jarvis, this video has given me an insight.

[@s1krrpilot]

Same, I'm going to call mind Alfred and integrate it into my helmet

[@yashrajhawle4]

Thank you for sharing your knowledge !

[@UttamDas-ub5ow]

This man is really a hero 👍💓

[@adeniyiadeboye3300]

Thanks for this..I am going to thoroughly go through the speech recognition your code on Github

[@nathancook8452]

Excellent video, you helped me out tremendously

[@w3w3w3]

your videos are great bro! 🤝

[@redtako.]

THIS ONE WAS REALLY FUNNY gj love keep up the uploads :)

[@diegomartin6332]

Please post more videos about this!

[@JasonTRogers]

Hey Michele, your videos on AI is fantastic! I haven’t seen any videos lately and I am course what you are doing these days?

[@seannam1218]

This is incredibly educational. Thx for sharing ur knowledge for free!

[@justinross2664]

kzbin.info/www/bejne/n6rPZmawrt9osM0

[@soonapaana24]

You are totally awesome bro...👏👏👏

[@angelgabrielortiz-rodrigue2937]

Wao, great video man. Really awesome stuff

[@shannonsteward4034]

hi great work I just found your channel great job

[@DavidAlvesWeb]

what a great video man, really inspiring! keep up the good work! PS: you deserve a better t-shirt bro 😅

[@muhammadrezahaghiri]

Can you make a TTS using deep learning? :) I really want to see that.

[@benceelmokovacs1422]

Wo hooo! This thing for FREE?! And help for us how to make it ours?! This data worth a HUGE amount of money, but you shared it! I'm so much surprised, in the good term! Thanks, thanks, thanks for it!! I really want to make an own Virtual Assistant, so big thanks for this video, for the data and for the help! Be blessed!

[@PritishMishra]

Why aren't you uploading more videos? I have already seen this video just came here to say... plzz upload it's been 7 months now!

[@tilahunanagaw6175]

what interesting presentation it is!!!

[@hg4lyfe]

Bro this is perfect wow thanks

[@stereopsych6381]

Please upload more!

[@vladiklass1890]

Cool video!!! This will help me a lot with my first NLP project. I wanted to get radio voice data and transcribe it. Any tips on that? Btw you should come up with a more memorable outro! :D

[@rodios-md5du]

You are gold💛

[@aviavinav7208]

Great Video!

[@SpeechProductivity]

Very informative!

[@superaluis]

Awesome content!

[@emrehankaraoglu4122]

This is such a amazing video. Congrats! I am wondering about model deployment part. Are you going to share the coding part of ıweb interface? The sound wave and the text that occurs below the sound wave are awesome.

[@adibakhan2865]

Hey did you found the code for deployment

[@kadaliakshay6770]

bro amazing wrapping on 6:54

[@danieleangelini6238]

Fantastic Bro 💞

[@DasToastbrotToast]

Which hardware accelerator are you going to use, if any? As far as I know the net would be quite slow on the Pi itself hence a hardware accelerator like the Intel NCS or Google Coral would be useful, wouldn't it?

[@microgamawave]

You can make a video about gait recognition biometrics in python recognized you from your walk model

[@deelordthegreat]

THANK YOU!! ✌

[@itsjustsam04]

Wow I love it! I do have two questions tho. 1 how did you run it in ur Chrome browser. 2 how did u get the cool visual effects for while u were speaking?

[@jasminecheung1998]

This is a helpful video. I have a question regarding to the audio augmentation. In my project, the test speaker is not in the train data, so my model performers pretty bad on test set,only 50% accuracy. I try to use the pitch shift to agument my train data but doesn't works well. How should I use audio augmentation for this dataset?

[@peterhu3362]

Nice tutorial!

[@peacekeepermoe]

Great content dude. I haven't seen anything new for the last 7 months though. Hope you're well :)

[@Tera2Space]

Hello, when will there be a guide to creating your own speech synthesis? (TTS)

[@guidoscalise]

What books/material would you recommend to someone wanting to learn to design models like the one you’re detailing around 7:36?

[@pranavthakur6744]

Can you make a detailed video how did you manage to make it. I want to learn it.

[@masudtalukdar5672]

Cool project ❤

[@maryamnazari1281]

great job! i want to train a speaker identification project..any ideas where to start?

[@justinfuruness7954]

Do you have any recommendations for how to learn AI? How long did this take to train?

[@kellbooby265]

Can u make a AI voice assistant for Linux or Windows. Which we can train

[@dineshlamarumba4557]

which ASR framework did you used? What is your thought on fairseq wav2vec for this purpose?

[@aakaashshroff1672]

Can you please make a video on making your own speech synthesizer

[@AlanJames1987]

Good video but are you using Linix at 9:31 and Windows at 9:34? I haven't used Windows in a few years so I didn't know you could do this.

[@tomhamser7216]

Could you show the code in detail or how I can use it with another model? Could I use a deepspeech model for testingit, too?

[@bhanuexcalibur]

when do we expect the next part? NLU and skills waiting for it

[@MrDonald911]

Hey ! I just discovered your channel, nice content ! Your model seems overfitting, I think you should evaluate it on a test data (and not the validation). I would be curious to know how it would perform if you do hyperparameter tuning.

[@justinross2664]

kzbin.info/www/bejne/n6rPZmawrt9osM0

[@PaulClifford]

Parts 3 & 4 haven't materialized in a year. I'd love to see the rest.

[@shashwatgandhi7653]

yes

[@waisyousofi9139]

Thanks , Can you make a tutorial on code implementation of speech recognition. that would be great.

[@elektroprogramming]

what's the different with speech_recognition library that we can use without training the data?

[@mohammadrezakhalilishoja2701]

how did you up-sampled data to create 50 hrs from 1 hr?

[@scarlett_j]

Sorry to inform you, but you pretty much rock, at the same time solved this so I don't have to.

[@NathanaelNewton]

This looks like exactly what I need! Thanks for posting, I'm gunna follow along and watch tonight. One question.. Why are you using the auto generated subs on this video 😂😁

[@notoltrexclearly2690]

so it is possyble to make the virtual assistant write on another command prompt instead of talking, to use it with a custom text to speech AI? would love to see that

[@vincebelansky425]

Thank you for this video and the insight of how to design a voice recognition system independently from the ground up by an newly to AI. Most videos tell you to connect the internet and to a big server by google or someone else. The only question that I have is why use python and not C or C++, especially since you are running a raspberry pi with limited memory and slower CPU and the natural time restraints of real-time speech recognition?

[@ZpErMy]

Hello, I was fascinated with your Speech Recognition System. I wonder, could your system recognize sung musical notes? that is, instead of words, musical notation.

[@tomhamser7216]

Did you have another tutorial as source or how did you do that?

[@saishastech8023]

Awesome research and implementation 👌 thanks for sharing ☺️ keep going 👍 new friend here 🙂