{"id":1599,"date":"2025-09-04T11:27:00","date_gmt":"2025-09-04T11:27:00","guid":{"rendered":"https:\/\/wavs.com\/blog\/?p=1599"},"modified":"2026-03-12T02:56:58","modified_gmt":"2026-03-12T02:56:58","slug":"wavs-ai-sample-finder","status":"publish","type":"post","link":"https:\/\/wavs.com\/blog\/wavs-ai-sample-finder\/","title":{"rendered":"Introducing WAVS AI Sample Finder: Search for Similar Sounds"},"content":{"rendered":"\n

We\u2019ve just launched the WAVS<\/strong> AI Sample Finder,<\/strong> a new way to search the marketplace using audio files instead of filters and text queries. Upload a sample, loop, stem or a MIDI file. Our algorithm will retrieve music from our catalog that has a similar sound.<\/p>\n\n\n\n

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The audio search tool is available on web browser or in the WAVS standalone app, so you can drag-and-drop audio files directly from your DAW. We’ll match it against our library of over 100,000 samples and retrieve the closest matches. Download whatever you like and drag it back onto your audio timeline to continue working on the project from there.<\/p>\n\n\n\n

Find sounds you\u2019re looking for, faster<\/h2>\n\n\n\n

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Everyone knows how hard it is to describe music with words. As a producer, you might have a specific sound in mind but don\u2019t know how to create it from your existing virtual instruments. <\/p>\n\n\n\n

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Even when we\u2019re able to pin that sound to a certain genre, mood and instrument, we have to spend time combing through search results to find the timbre and tone quality we\u2019re looking for.<\/p>\n\n\n\n

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The AI Sample Finder bypasses the problems of language entirely. Instead of trying to describe the sound you’re after, WAVS users on the Pro plan can upload an audio snippet.<\/p>\n\n\n\n

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You can upload your own music, re-upload WAVS samples that you downloaded, or drag in reference files that you have the legal right to work with. The uploaded content is not shared with third parties and we don\u2019t train AI models on the material.<\/p>\n\n\n\n

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Machine learning, not generative AI<\/h2>\n\n\n\n

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Speed can be a virtue in music creation. When you\u2019re in the studio with an artist and need to put together something, it can feel like a race against the clock. You need something fast.<\/em><\/p>\n\n\n\n

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But generative AI tools reduce music making to a single prompt. We\u2019re not into that.<\/p>\n\n\n\n

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WAVS\u2019 AI audio search is not a generative AI tool. It\u2019s a machine learning algorithm that matches your audio reference files to human-made audio in our catalog, helping you find the ingredients you\u2019re looking for without removing you from the equation.<\/p>\n\n\n\n

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Because let\u2019s be honest, part of the reason we chose music as a hobby or career was the satisfaction of being creative. Even when generative AI outputs sound great, the sense of pride in that music is fleeting. Nothing can compare to learning and mastering your craft.<\/p>\n\n\n\n

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How to get started with WAVS AI audio search<\/h2>\n\n\n\n
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Access the WAVS AI sample finder here<\/a> on our website or from the bottom left corner of the WAVS Standalone App<\/a>. Here are some ways you can use it in your everyday workflows:<\/p>\n\n\n\n

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