shiv.

Building AI for music generation & understanding.
Research • Open Source • Agentic AI

[shiv. @hey_shivv]

Hey, I am Shiv

Let’s not go for a formal introduction. I was always into music since my class 4, and here I am , certified Indian classical musician (8+ years with 3+ years on stage experience ). But maybe I was naive or dumb, never once it came to my mind that I should pursue Music as a career, and I just saw my cousin elder brother and choose Engineering, so it was nothing dramatic for me like any passion , goal , achievement for me. And I am into engineering, I want something to do in life that keeps me connected deeply to my passion and also that I will enjoy my job much more .

Now I am CSE- AIML graduate, yes I have done good-decent projects , some hackathons( both participated and organised ), in my third year I fully focused on projects (on which I fully focused ). Now I have completed DSA too, but I don’t wanna sit for on campus placements right now (unless I confirm that I have freedom to apply only to selected companies , coz I just don’t want to get selected somewhere and call it a job)

Coming to this account, it will be purely a technical/professional portfolio for myself, where I would be sharing my updates of something I love working on : AI+MUSIC

Yes, I just want to work in this field because I have so many delusions into this. I have also experienced some limitations to world class music models like Lyria and so many others, hope I become capable of contributing

And this is all , any suggestions drop down below!

[shiv. @hey_shivv]

@amaashvi ??

[shiv. @hey_shivv]

@electro_pppp @xaemio Wth, really?

[shiv. @hey_shivv]

@Arpitaaa01 So, any solution to this?

[shiv. @hey_shivv]

@amaashvi Thank you ✌️

[shiv. @hey_shivv]

I have been a musician since 8 years and I somehow wanted to mix it with aiml , and this is my first step towards my goal. before getting into good ideas, started with learning how to analyse , like how does the machine perceive the audio, how a machine represents rhythm ,texture ,tension ,repetition and other stuff. so, built audio explorer(i am also in exploration phase now, so) before getting into music transformer, cnn-gan generation, and interesting things, audio has to pass through a series of representations
file → samples → waveform → time-freq map

that map is reshaped around human hearing, compressed into features, and eventually handed to model. wanted to make it seeable. so this is a local app, where you can upload WAV, MP3 or FLAC file and follow signal through the main stages of an audio-ai-frontend.
it shows waveform, basic signal health, then moves through the shorttime fourier transform , spectograms, mel-scale features, MFCCs and rhythm analysis

for me not the graphs, it was understanding what these transformations preserve, what it discards and why next stage exists.
• spectogram → makes freq visible / time
• mel representation → human perception
• MFCC → compress spectral shape - smaller description
• beat tracking → signal - hypothesis about pulse,timing

[shiv. @hey_shivv]

Hey, I am Shiv

Let’s not go for a formal introduction. I was always into music since my class 4, and here I am , certified Indian classical musician (8+ years with 3+ years on stage experience ). But maybe I was naive or dumb, never once it came to my mind that I should pursue Music as a career, and I just saw my cousin elder brother and choose Engineering, so it was nothing dramatic for me like any passion , goal , achievement for me. And I am into engineering, I want something to do in life that keeps me connected deeply to my passion and also that I will enjoy my job much more .

Now I am CSE- AIML graduate, yes I have done good-decent projects , some hackathons( both participated and organised ), in my third year I fully focused on projects (on which I fully focused ). Now I have completed DSA too, but I don’t wanna sit for on campus placements right now (unless I confirm that I have freedom to apply only to selected companies , coz I just don’t want to get selected somewhere and call it a job)

Coming to this account, it will be purely a technical/professional portfolio for myself, where I would be sharing my updates of something I love working on : AI+MUSIC

Yes, I just want to work in this field because I have so many delusions into this. I have also experienced some limitations to world class music models like Lyria and so many others, hope I become capable of contributing

And this is all , any suggestions drop down below!

[shiv. @hey_shivv]

@rohit4verse man , you explain so easily , loving this series

[shiv. @hey_shivv]

@avrldotdev @devXritesh well, there's more than that needed

[shiv. @hey_shivv]

@samirande_ keep up brother

[shiv. @hey_shivv]

@nick_realm_01 @grok what does it do

[shiv. @hey_shivv]

@Arpitaaa01 matcha paglu ?

[shiv. @hey_shivv]

https://t.co/P1YGFtz9hC

[shiv. @hey_shivv]

@pritisinghhhh hey , any plans ?

[shiv. @hey_shivv]

@cneuralnetwork @grok kya hua bhai?

[shiv. @hey_shivv]

Music intelligence, 10

→ Mel scale

HUMAN HEARING IS FCKIN LOGARITHMIC !

→ Mel filterbank and stuff

[shiv. @hey_shivv]

music intelligence, 9

fun it was

[shiv. @hey_shivv]

@curlysaarthak @cneuralnetwork Yes it is, i can also vouch for that

[shiv. @hey_shivv]

@Hi_Mrinal Bhai, aajao yaar blore, atleast temporarily?

[shiv. @hey_shivv]

@xaemio You are atleast getting rejections from companies, i am getting rejections from college itself due to cgpa shortlisting

[shiv. @hey_shivv]

@Arpitaaa01 @its_ShubhamK Now who'll explain to him that you didn't buy anything dii 👊

[shiv. @hey_shivv]

@cneuralnetwork That mentality is what made you up bro, Cheers 🥂

[shiv. @hey_shivv]

@Arpitaaa01 So cool they are ,