Knowledge (XXG)

Riffusion

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Riffusion is classified within a subset of AI text-to-music generators. In December 2022, Mubert similarly used Stable Diffusion to turn descriptive text into music loops. In January 2023, Google published a paper on their own text-to-music generator called MusicLM.
137: 1135: 138: 977: 383: 323: 1357: 270: 203:" (otherworldly), although unlikely to replace man-made music. The model was made available on December 15, 2022, with the code also freely available on 309: 1333: 493: 124: 252: 1352: 376: 1166: 1267: 818: 555: 234: 1079: 706: 513: 369: 1034: 168:, designed by Seth Forsgren and Hayk Martiros, that generates music using images of sound rather than audio. It was created as a 1221: 1161: 759: 754: 443: 75: 1196: 550: 503: 498: 52: 1326: 1247: 543: 469: 169: 871: 806: 407: 1272: 1130: 769: 600: 423: 181: 165: 1171: 428: 1362: 1299: 1216: 1201: 854: 849: 749: 617: 398: 324:"Mubert launches Text-to-Music interface – a completely new way to generate music from a single text prompt" 192:
different files together. This is accomplished using a functionality of the Stable Diffusion model known as
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and converted into audio files. While these files are only several seconds long, the model can also use
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This results in a model which uses text prompts to generate image files, which can be put through an 1226: 1181: 627: 572: 418: 413: 801: 779: 528: 523: 481: 433: 87: 82: 1240: 1186: 764: 593: 1252: 1044: 696: 567: 560: 1303: 337: 997: 987: 794: 588: 538: 533: 476: 464: 173: 94: 1110: 1054: 876: 518: 438: 310:"El generador de imágenes AI también puede producir música (con resultados de otro mundo)" 152: 1084: 1049: 1039: 864: 622: 448: 1346: 1029: 1009: 926: 605: 189: 1115: 946: 185: 58: 271:"Essayez "Riffusion", un modèle d'IA qui compose de la musique en la visualisant" 136: 1291: 1211: 982: 891: 886: 508: 486: 177: 1105: 1064: 1059: 972: 881: 789: 701: 681: 148: 25: 1100: 1069: 967: 811: 774: 711: 665: 660: 645: 176:, an existing open-source model for generating images from text prompts, on 361: 351: 288:"文章に沿った楽曲を自動生成してくれるAI「Riffusion」登場、画像生成AI「Stable Diffusion」ベースで誰でも自由に利用可能" 1002: 834: 1125: 962: 916: 839: 739: 734: 686: 193: 1140: 1120: 992: 784: 204: 235:"Try 'Riffusion,' an AI model that composes music by visualizing it" 941: 921: 911: 906: 901: 896: 859: 691: 931: 365: 253:"Riffusion: creare tracce audio con l'intelligenza artificiale" 352:"5 Reasons Google's MusicLM AI Text-to-Music App is Different" 207:. It is one of many models derived from Stable Diffusion. 155:" (top), and the resulting audio after conversion (bottom) 108: 1307: 1149: 1093: 1022: 955: 827: 727: 720: 674: 638: 581: 457: 397: 103: 93: 81: 71: 51: 43: 24: 1327: 377: 8: 303: 301: 246: 244: 228: 226: 224: 19: 199:The resulting music has been described as " 1334: 1320: 724: 384: 370: 362: 282: 280: 18: 220: 147:Generated spectrogram from the prompt " 16:Music-generating machine learning model 338:"MusicLM: Generating Music From Text" 308:Llano, Eutropio (December 15, 2022). 233:Coldewey, Devin (December 15, 2022). 7: 1288: 1286: 1222:Generative adversarial network (GAN) 1358:Deep learning software applications 251:Nasi, Michele (December 15, 2022). 1306:. 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December 21, 2022. 273:. December 15, 2022. 65:/riffusion-inference 594:In-context learning 434:Pattern recognition 354:. January 27, 2023. 340:. January 26, 2023. 188:between outputs to 88:Text-to-image model 21: 1187:Echo state network 1075:Jürgen Schmidhuber 770:Facial recognition 765:Speech recognition 675:Software libraries 1315: 1314: 1283: 1282: 1045:Stephen Grossberg 1018: 1017: 139: 117: 116: 47:December 15, 2022 1370: 1336: 1329: 1322: 1294: 1287: 1273:Machine learning 1263: 1262: 1243: 998:Action selection 988:Self-driving car 795:Stable Diffusion 760:Speech synthesis 725: 589:Machine learning 465:Gradient descent 386: 379: 372: 363: 356: 355: 348: 342: 341: 334: 328: 327: 320: 314: 313: 305: 296: 295: 284: 275: 274: 267: 261: 260: 248: 239: 238: 230: 174:Stable Diffusion 141: 140: 127: 113: 110: 67: 64: 62: 60: 22: 1378: 1377: 1373: 1372: 1371: 1369: 1368: 1367: 1343: 1342: 1341: 1340: 1284: 1279: 1231: 1145: 1111:Google DeepMind 1089: 1055:Geoffrey Hinton 1014: 951: 877:Project Debater 823: 721:Implementations 716: 670: 634: 577: 519:Backpropagation 453: 439:Tensor calculus 393: 390: 360: 359: 350: 349: 345: 336: 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Index

Developer(s)
Repository
github.com/hmartiro/riffusion-inference
Python
Type
Text-to-image model
License
riffusion.com

bossa nova
electric guitar
neural network
fine-tuning
Stable Diffusion
spectrograms
inverse Fourier transform
latent space
interpolate
img2img
GitHub



"Try 'Riffusion,' an AI model that composes music by visualizing it"


"Riffusion: creare tracce audio con l'intelligenza artificiale"
"Essayez "Riffusion", un modèle d'IA qui compose de la musique en la visualisant"

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