Thankyou so much , glad you took out time to check our project 
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Research Update as of 26-10-2023:
Lyrics copyright checker :-
•This is used to assess automatic summarization, which is employed to summarize generated lyrics with those that already exist.
•This metric is used to overcome some of the problems found in BELU metric.
•WER is used for comparing different systems as well as for evaluating improvements within one system.
Researching so that we can complete the lyrics copyright checker milestone!!
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These are the updates we did to our project MeloSynthiaAI on 26-10-2023 :
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MeloBot is upgraded with the capabilites of answering more no. of prompts on the MeloSynthiaAI platform.
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Tronlink Wallet integrity has been improved as the redirection to download TronLink extension added for the new users.
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My teammate @gaurav, already mentioned about the research updates, so check out those too.
If you like our work and project, you can vote us here.
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MeloSynthia Ai is an amazing idea. I would like to know that what is your vision for the long-term impact of MeloSynthia AI in the blockchain and NFT industry?
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Welcome to season 5 ai.
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Thanks!!
Hope you liked our project 
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Hello team Web3 Sailors! Welcome to Season 5. This is an intriguing initiative.
I’m curious to know more about how MeloSynthiaAI address concerns around the originality and uniqueness of the musical NFTs generated through the AI prompts.
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Hey there good afternoon are you planning to release any kind of updates soon? As you know it’s almost final hours of the voting so some quality updates can be good game-changers especially for users like me who are more into AI category. 
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Good Afternoon Pieter! First of all thank you so much for checking out our project 
Within the past week we have released a lot of updates in our project MeloSynthia AI!! You can check them in the comments above!
Regarding today, yes we will be releasing some more updates too:
- Basic Minting will be functional today!!
- The tune generation will be significantly faster on our platform and the chances of getting error will be reduced even further!!
- More prompts will be added to MeloBot!
If you liked our work, you can consider voting for us here !
Regards
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Thank you so much for checking our project!! Hope you liked it.
Regarding your concerns, we will be adding a copyright checker feature to ensure originality. We will be training our model further. It will have popular singer’s lyrics & songs as dataset! We will utilise existing word embedding models like word2vec’s cosine difference(one of the ways) to find similarity between words in ml generated lyrics and lyrics in data set!
If you liked our project, you can vote for us here !
Regards
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Hello, Presenting our first updates on the last day of voting:
- The time taken to generate the tunes in MeloSynthia AI has been reduced!! You will get your tunes quickly now!
- You will now encounter less errors while generating tunes!!!
Check out yourself: https://melosynthiaai.vercel.app/
More updates coming within a few hours!!
IF you like our work you can vote for us here !
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@Bubbles Firstly thanks for your kind words.
We, as college students from the same institution, were inspired by our shared passion for music and technology. Our close-knit communication and collaboration allowed us to brainstorm and refine our ideas, leading to the creation of MeloSynthia AI. Our diverse backgrounds and innovative thinking helped us conceive this brilliant project.
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Good luck with your musical venture! 
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Yeah, it’s really motivating to hear such heartwarming words. We are really grateful for receiving appreciation,feedbacks and suggestions from the community.
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To add to what @Ayushman0503 mentioned, we would compare the similarity between songs created by AI and songs already created by musicians using MFCC (Mel-frequency cepstral coefficients) which work similarly to cosine difference and Chroma Feature Comparison: Analyze chroma features (representing pitch class) to compare the harmonic content of tunes.
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Minor update: frontend done for the minting, some issues are there in backend deployment. Working to solve it and minting will start happening once backend issues are solved!
If you like our work you can vote for us by pressing here! !!
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Yeah, we are continuously working to better our MelosynthiaAI platform day by day.Also, the feedbacks and suggestions of the community really helping us to upgrade our project immensely .
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