Tools for Audio and Video Generation
Lahari kadhirimangalam
Analyst/Software Engineer at Capgemini || Power BI ||PL-300|| SQL || ETL Tools || AI-900 || Azure basic
To describe how generative AI audio, and video tools create impactful media content, explain the key capabilities of generative AI audio and video tools, explore generative AI's ability to reimagine virtual worlds. Market.us estimates that the generative AI music market valued at $229 million in 2022 will register a high CAGR of 28.6% to reach $2,660 million by 2032. Generative AI music is created using generative AI audio capabilities. Over the past few years, these capabilities are helping companies and individuals, novice or experienced, simplify their processes to bring their complicated visions to life. Think about this. Suppose you've been putting off starting your podcast or adding some sound effects to your remixes.
In that case, you'll love what generative AI audio tools can do for you. They come in three categories, speech generation tools, music creation tools, and tools that enhance audio quality.
Speech generation tools are mostly text to speech or TTS tools that convert text into audio. While read-aloud technology is not new, generative AI architecture has upgraded how this technology works. Deep learning algorithms are repeatedly trained on vast data sets of human speech. This allows them to break down and efficiently replicate vocal characteristics such as pronunciation, speed, emotion, and intonation. As a result, generative AI, TTS tools create more accurate, natural sounding speech, which is especially helpful to those who struggle with visual impairment, language barriers, and other reading disabilities. On the fun side, these tools can help you listen to essays, feedback, and notes, which might be easier than reading them. They can also help you communicate better. What if you wish to narrate your presentation in a standout manner? You could log into LOVO, Synthesia, Murf.ai, or Listnr, and choose from vast libraries of AI voices, languages, or emotions. You could even create a unique voice or clone your voice. Some tools will also let you edit your vocal tracks, pronunciation, tone, and speed to create a professionally sounding final product.
What about music? Let's say one sunny afternoon, the amateur musician in you is feeling motivated. You could try Meta's AudioCraft, a generative AI tool, pre-trained on sound effects in 20,000 hours of Meta-owned or licensed music. There's also Shutterstock's Amper Music, AIVA, Soundful, Google's Magenta, and the GPT-4-powered WavTool. These tools let you choose from extensive music banks, different music genres, instrumental styles, and melodies. All you need to do is enter a text prompt. Based on your request, the tool will write short melodies or rifts, suggest or add instruments, compose a new song, or create a soundtrack for your next YouTube or Instagram video. Generative AI can also help you mix, master, and publish your final musical output on popular streaming platforms.
You can even use audio enhancing tools. These are pre-trained to identify specific sounds and can add fun sounds to your audio or remove unwanted ones. For example, Descript can help you remove background noise, enhance low-quality recordings, and add the desired sound effects. Audo AI cleans your files of unwanted noise. Many music generation tools also possess audio editing and enhancement capabilities.
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However, some projects need more than eclectic sound effects. In 2022 Runway AI used generative AI capabilities to produce the Oscar-winning movie, Everything Everywhere All at Once. Even if you're not making big cinema, you can use generative AI video tools in your everyday life. Let's say you're making a documentary on the lack of trees in your city. You could log into Runway's Gen-1 tool which transforms existing video clips into different styles or use Runway's Gen-2 tool to create a video using text image or video inputs. Alternatively, you can use the EaseUS video tool kit or the Synthesia app. These tools will allow you to upload photos. If you don't have any, use text prompts to generate the images you need. Additionally, you can use these tools to record a narration, enhance your audio, convert your video file format, and publish your video. Synthesia even allows you to create custom avatars to increase your brand recall. Generative AI can enhance your virtual world experience. You can create unique, imaginative virtual worlds with hybrid characteristics and exotic landscapes. Generative models can also respond in real-time improving the accuracy of simulations.
Metaverse platforms employ generative AI to create a more personalized and engaging user experience. Gaming metaverses allow you to rapidly generate 3D objects and even create avatars fitted with specific personality traits that reflect in their expressions, behaviors, conversations, and decisions. The sandbox, for example, is a metaverse where users can instantly build, own, and market their games globally. Scenario AI helps create and connect customized mobile gaming assets. In this video, you learned how generative AI audio and video tools can make an impact. With the simple text prompt, you can produce human-sounding speech in multiple languages, record songs, add sound effects, or remove unwanted noise, publish professional videos and animations, build enhanced and exotic virtual worlds.
connect customized mobile gaming assets.
In this Article, you learned how generative AI audio and video tools can make an impact. With the simple text prompt, you can produce human-sounding speech in multiple languages, record songs, add sound effects, or remove unwanted noise, publish professional videos and animations, build enhanced and exotic virtual worlds.
Taught by: Rav Ahuja, Global Program Director
IBM Skills Network