AI in Music: The Future of Music
Tags: ai, deeplearning, machinelearning, music
Published: 2023-04-28 11:53:10

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<h1 class="ace-copy-paste-skip-this-tag">[tta_listen_btn]</h1>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">AI in Music is a big topic in many industries</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">, but it's especially sensitive in music or the arts</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">. It’s reshaping the music industry by transforming how we create, produce, and consume music. Incorporating artificially intelligent technology in music has created previously imagined potential and possibilities.</span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc"> As we proceed, we'll look at the future of music through the lens of artificial intelligence, exploring how it affects music creation, production, and consumption.

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<h4 data-usually-unique-id="787168689440509326218825"><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">AI Clones Drake's Voice for Viral Music Track</span></h4>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">A new music track has gone viral on social media, featuring the voice of Drake. But there's a catch: the voice isn't Drake's. It's been created using artificial intelligence</span> <span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i h-lparen">(AI).</span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">The track, called</span> <span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i h-quot">"Heart</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> On My Sleeve," was created by an AI developer known as Ghostwriter. Ghostwriter used a technique called deepfake to create the track. Deepfake is an AI that can create realistic-looking fake videos or audio recordings.</span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">In the case of</span> <span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i h-quot">"Heart</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> On My Sleeve," Ghostwriter used deepfake to create a vocal track that sounds like Drake is singing about Selena Gomez. The track has been viewed over 10 million times on TikTok and shared by thousands of people on social media.</span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">Some people have praised the track, saying it's a creative and innovative use of AI. Others have criticized the track, saying that using AI to create fake content is unethical.</span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">Regardless of how you feel about the track, it's clear that AI is becoming increasingly sophisticated. And as AI develops, we'll likely see even more creative and innovative uses of this technology.</span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">Here are some additional details about the track:</span></div>
<ul class="listtype-bullet listindent1 list-bullet1">
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">The track was created using a technique called deepfake.</span></li>
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">Deepfake is an AI that can create realistic-looking fake videos or audio recordings.</span></li>
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">The track has been viewed over 10 million times on TikTok.</span></li>
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">The track has been shared by thousands of people on social media.</span></li>
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">Some people have praised the track, saying it's a creative and innovative use of AI.</span></li>
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">Others have criticized the track, saying that using AI to create fake content is unethical.</span></li>
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<h4 data-usually-unique-id="676323304059429927794962"><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">AI in Music Creation</span></h4>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">One of AI's most notable advantages in </span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">producing music is its ability to create music</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc"> reminiscent of well-known composers or artists. </span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">AI-generated music can be created using the aid of neural networks, a type of AI that can learn from examples and create new content based on the learned patterns. </span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">This technology has been utilized to create unique music that sounds similar to the works of Mozart, Devin the Dude, Snoop Dogg, and Beethoven, among others.</span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">AI can also create original music. This technology can assist artists such as musicians and composers </span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">breakthrough creative obstacles and generating</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc"> new ideas. </span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">Amper Music, for example, is an AI-powered platform that allows users to produce original music by choosing a genre, tempo, and mood. The platform subsequently creates an entire track that may be used in </span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">various</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc"> media applications.</span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">AI could a</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">ls</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">o assist musicians and composers in collaborating and creating music. AIVA</span> <span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc h-lparen">(Artificial</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc"> Intelligence Virtual Artist), for example, is an AI-powered virtual composer that can generate music and collaborate with artists to create original pieces of music. </span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">The technology may respond in real</span> <span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">time to the musician's input, leading to an increase in collaboration and efficient methods of creation.</span></div>
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<h4 data-usually-unique-id="077084831932124303394902"><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">AI in Music Production</span></h4>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">Artificial intelligence is an additional way to increase the quality and efficiency of the music production process. </span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">Artificial intelligence</span> <span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc h-lparen">(AI)</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc"> can, for example, be used to analyze recorded tracks and detect flaws or irregularities that human ears might ignore. This approach helps producers save time while improving overall product quality.</span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">AI can also be utilized to help with mixing and mastering. For example, LANDR is an AI-powered mastering tool that evaluates and enhances the sound of a recording using machine learning techniques. </span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">This type of technology can </span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">improve the music's</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc"> professional and polished sound.</span></div>
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<h4 data-usually-unique-id="642034245011358365393369"><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">AI in Music Consumption</span></h4>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">AI is altering the way people listen to music. AI is used by music streaming companies such as Spotify and Apple Music to make suggestions for tracks and playlists that reflect an individual's listening history. </span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">This technology can assist users in discovering new artists and songs that they might not have discovered otherwise.</span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">AI can be used to customize the music listening experience along with recommendation engines. Moodagent, for example, is an AI-powered platform that generates personalized playlists </span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">corresponding</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc"> to the user's mood. </span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">The platform analyzes the user's music library and generates a playlist based on their mood.</span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">This is an instance of how AI </span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc"><b>clone</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>s</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc"><b> the voices of Drake</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>,</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc"><b> and The Weeknd has gone viral on social media. </b></span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">The song</span> <span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc h-ldquo">“</span><span class="attrlink url author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc h-ldquo"><a class="attrlink" href="https://www.tiktok.com/@ghostwriter977/video/7222027667132960046?is_from_webapp=1&amp;sender_device=pc&amp;web_id=7083147380369868334" target="_blank" rel="noreferrer nofollow noopener" data-target-href="https://www.tiktok.com/@ghostwriter977/video/7222027667132960046?is_from_webapp=1&amp;sender_device=pc&amp;web_id=7083147380369868334">Heart</a></span><span class="attrlink url author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc"><a class="attrlink" href="https://www.tiktok.com/@ghostwriter977/video/7222027667132960046?is_from_webapp=1&amp;sender_device=pc&amp;web_id=7083147380369868334" target="_blank" rel="noreferrer nofollow noopener" data-target-href="https://www.tiktok.com/@ghostwriter977/video/7222027667132960046?is_from_webapp=1&amp;sender_device=pc&amp;web_id=7083147380369868334"> on My Sleeve</a></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">” </span><span class="attrlink url author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc"><a class="attrlink" href="https://www.youtube.com/watch?v=7ImaYnBUiEo" target="_blank" rel="noreferrer nofollow noopener" data-target-href="https://www.youtube.com/watch?v=7ImaYnBUiEo">was </a></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">uploaded by anonymous TikTok user Ghostwriter977 over the weekend and has taken the internet by storm. Drake also expressed disdain after an unauthorized AI-generated cover of him rapping Ice Spice’s song</span> <span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc h-ldquo">“Munch”</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc"> recently went viral.</span></div>
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<h4 data-usually-unique-id="189820453030017001722141"><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">The Future of AI in Music</span></h4>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">AI integration in music has created new </span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">creation, production, and consumption opportunities</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">.</span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">However, the future of artificial intelligence in music goes beyond these applications. AI could be utilized in the future to generate </span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">completely original music that</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc"> has not been produced before.</span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">Google researchers have already made great progress in this area. They created MusicVAE, an AI model that can make original music that is not based on any existing works. The technique can also be used to generate music that is customized to the user's preferences.</span></div>
<div></div>
<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">Live music performances are another sector where AI might have an enormous impact. Artificial intelligence-powered instruments could be utilized to make music that traditional instruments </span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">cannot produce</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">.</span></div>
<div></div>
<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc"> For example, Zenph's AI-powered piano can accurately imitate the sounds of legendary pianists such as Glenn Gould and Sergei Rachmaninoff.</span></div>
<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> </span></div>
<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">However, the use of AI in music raises ethical concerns. There is a concern, for example, that AI-generated music will lead to a loss of originality and creativity in music. </span></div>
<div></div>
<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">Critics contend that AI-generated music lacks the sense of emotional depth and intimate touch that human-made music possesses. </span></div>
<div></div>
<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">The ownership and copyright of AI-generated music </span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">are</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc"> another ethical dilemma</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">s</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">. It is uncertain who possesses the rights to AI-generated music</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> and</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc"> how it can be utilized and distributed. </span></div>
<div></div>
<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">As AI technology is integrated into the music industry, such a matter requires careful consideration.</span></div>
<div>
<h4 data-usually-unique-id="261115834137856408082533"><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">How can AI be used to fight Copyright</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">?</span></h4>
</div>
<div></div>
<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">Artificial intelligence</span> <span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i h-lparen">(AI)</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> is increasingly being used to fight copyright infringement. AI can be used to:</span></div>
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<ul class="listtype-bullet listindent1 list-bullet1">
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>Identify copyrighted content:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> AI can scan large amounts of data, such as the internet, for copyrighted content. This can help copyright holders to identify and track down infringing content.</span></li>
</ul>
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<ul class="listtype-bullet listindent1 list-bullet1">
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>Monitor social media:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> AI can be used to monitor social media platforms for copyrighted content. This can help copyright holders to identify and take down infringing content quickly.</span></li>
</ul>
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<ul class="listtype-bullet listindent1 list-bullet1">
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>Detect Deepfakes:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> AI can detect deep fakes, videos or audio recordings manipulated to make it appear that someone is saying or doing something they never actually said or did. This can help protect public figures' reputations and prevent the spread of misinformation.</span></li>
</ul>
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<ul class="listtype-bullet listindent1 list-bullet1">
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>Negotiate licensing deals:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> AI can be used to negotiate licensing deals between copyright holders and content users. This can help streamline licensing copyrighted content and ensure copyright holders are compensated for their work.</span></li>
</ul>
<div></div>
<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">As AI continues to develop, it will likely play an even greater role in the fight against copyright infringement.</span></div>
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<h4 data-usually-unique-id="910560244523410214207109"><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">Conclusion</span></h4>
</div>
<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">AI has altered the music industry in previously unthinkable ways. AI is pushing the frontiers of what can be accomplished in the composition and production of music, from composing music that replicates the style of legendary composers to generating new kinds of music. </span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc"><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80ziz73zyz76zaz74zz122zz78zz77zqnz73z24z89zog562z73zz90zmz83zz66zgsz70zz85zc">The incorporation of AI in music will surely affect the future development of music, and we eagerly await what comes next.

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