
Nithya Nadig Shikarpur
@NithyaIsMe
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interested in music + technology research | Hindustani music student | PhD student MIT
Joined October 2019
This is happening tomorrow from 9am to 12 pm and 1 pm-4 pm in East Ballroom C! You can come and interact with our model too!! 🎤 Hope to see you there :) #NeurIPS2024
We studied some musicians interacting with GaMaDHaNi, a generative model for Hindustani vocal music 🎤! I am so excited to present this work at @NeurIPSConf @ML4CDworkshop this week! 📝 https://t.co/4UAZxcA4Uo 🎧 https://t.co/VpHooj9f3B An example interaction with the model:
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Work done with @huangcza at @Mila_Quebec and Université de Montréal!
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While the model presents exciting directions for creative explorations and human-AI partnerships, this work notes the experiences of musicians to inform the model's future development! More information on the generative model:
We built a hierarchical generative model to sing Hindustani vocal melodies 🎤! We will be presenting this work at ISMIR 2024! @ISMIRConf 📝Paper: https://t.co/SMZ1DK9mZ7 💻Code: https://t.co/yrE7S6fNtN 👩🏽💻Demo: https://t.co/4luZu4vT9d 🎧Samples: https://t.co/5eKhMJkNCp
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We studied some musicians interacting with GaMaDHaNi, a generative model for Hindustani vocal music 🎤! I am so excited to present this work at @NeurIPSConf @ML4CDworkshop this week! 📝 https://t.co/4UAZxcA4Uo 🎧 https://t.co/VpHooj9f3B An example interaction with the model:
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I'm going to be at ISMIR @ISMIRConf in SF from Nov 10-14! Looking forward to chat and discuss research with friends, old and new 🥳 #ISMIR2024
We built a hierarchical generative model to sing Hindustani vocal melodies 🎤! We will be presenting this work at ISMIR 2024! @ISMIRConf 📝Paper: https://t.co/SMZ1DK9mZ7 💻Code: https://t.co/yrE7S6fNtN 👩🏽💻Demo: https://t.co/4luZu4vT9d 🎧Samples: https://t.co/5eKhMJkNCp
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Intending to use this model for interactive human-AI generation, we present two possible use cases with our model: (1) primed generation and (2) coarse pitch conditioning. Learn more and play around with these interactions in our demo ( https://t.co/4luZu4vT9d)!
huggingface.co
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As opposed to coarse discrete note-like representations used in previous work, our fine pitch representation is more equipped to model the note ornamentations inherent in Hindustani music.
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We develop GaMaDHaNi, a 2-stage hierarchical model capable of singing the intricate melodic patterns in Hindustani Classical music. Our approach models a finely quantized pitch contour which is converted to a spectrogram, and finally into audio through a vocoder.
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We built a hierarchical generative model to sing Hindustani vocal melodies 🎤! We will be presenting this work at ISMIR 2024! @ISMIRConf 📝Paper: https://t.co/SMZ1DK9mZ7 💻Code: https://t.co/yrE7S6fNtN 👩🏽💻Demo: https://t.co/4luZu4vT9d 🎧Samples: https://t.co/5eKhMJkNCp
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This looks so cool! Excited to play around with this soon 🥳 Just fyi, seems like this video on the website doesn't have audio enabled @pika_labs @demi_guo_
Introducing Pika 1.0, the idea-to-video platform that brings your creativity to life. Create and edit your videos with AI. Rolling out to new users on web and discord, starting today. Sign up at https://t.co/JHRrinsIwx
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🚨Understanding In-Context Learning: 1. Pretrained LLMs can implement learning algorithms to learn from data in-context. 2. Transformers can encode multiple algorithms for the same task and use one based on context at inference time. 3. Attention-free models also exhibit ICL.
Recently, Transformers have been shown to implement learning algorithms in-context. Key questions: What are their limits? Can they exploit informative examples to learn more efficiently? How does this relate to pretrained LLMs? Our new preprint explores these questions. 🧵
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Tap along and let me know how (not so) annoying you find it to be 😌
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Today @snpranav and I got into an argument over how frustrating it would be for the speed of a song to constantly change as a function of time. To settle it, I decided to use Bespoke to control the speed of 'Spain' by Chick Corea based on a modified sine wave :)
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Last week, @imnotfady and I built KarenAI for the @bitcmp hackathon. KarenAI - your personal Karen that can help you dispute your credit card transactions, get sh*t done with customer support, and let you speak with a manager at the touch of a button using Ai! 🧵👇
Like Karens, it can get a bit rude sometimes... We then deployed KarenAI using @Gradio! Shoutout to @_akhaliq 🫡
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ISMIR Awards! This year's Best Special Paper Award is for: Martin Clayton, Preeti Rao, Nithya Shikarpur, Sujoy Roychowdhury, and Jin Li for "Raga Classification from Vocal Performances Using Multimodal Analysis"
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@_akhaliq This is so cool 🤯 https://t.co/1v0TbJaxCU
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