Software:VALL-E

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Short description: Speech synthesis software

VALL-E
Developer(s)	Microsoft
Platform	Cloud computing platforms
Website	https://www.microsoft.com/en-us/research/project/vall-e-x/

Machine learning and data mining

Problems Classification Clustering Regression Anomaly detection AutoML Association rules Reinforcement learning Structured prediction Feature engineering Feature learning Online learning Semi-supervised learning Unsupervised learning Learning to rank Grammar induction
Supervised learning (classification • regression) Decision trees Ensembles Bagging Boosting Random forest k-NN Linear regression Naive Bayes Artificial neural networks Logistic regression Perceptron Relevance vector machine (RVM) Support vector machine (SVM)
Clustering BIRCH CURE Hierarchical k-means Expectation–maximization (EM) DBSCAN OPTICS Mean-shift
Dimensionality reduction Factor analysis CCA ICA LDA NMF PCA t-SNE
Structured prediction Graphical models Bayes net Conditional random field Hidden Markov
Anomaly detection k-NN Local outlier factor
Artificial neural networks Autoencoder Deep learning DeepDream Multilayer perceptron RNN LSTM GRU Restricted Boltzmann machine GAN SOM Convolutional neural network U-Net
Reinforcement learning Q-learning SARSA Temporal difference (TD)
Theory Bias–variance dilemma Computational learning theory Empirical risk minimization Occam learning PAC learning Statistical learning VC theory
Machine-learning venues NeurIPS ICML ML JMLR ArXiv:cs.LG
Glossary of artificial intelligence Glossary of artificial intelligence
Related articles List of datasets for machine-learning research Outline of machine learning
v t e

VALL-E is a generative artificial intelligence system for speech synthesis developed by Microsoft Research and announced on January 5, 2023.^[1] It can "recreate any voice from a three-second sample clip".^[2] It has been trained on 60,000 hours of English language speech from Meta’s audio library LibriLight.^[3]

See also

External links

Official website

References

↑ Dominguez, Daniel (January 27, 2023). "Microsoft Unveils VALL-E, a Game-Changing TTS Language Model" (in en). https://www.infoq.com/news/2023/01/microsoft-text-to-speech-valle/.
↑ Morrison, Ryan (2023-01-10). "Microsoft's new VALL-E AI can clone your voice from a three-second audio clip" (in en-US). https://techmonitor.ai/technology/ai-and-automation/vall-e-synthetic-voice-ai-microsoft.
↑ Wodecki, Ben (January 11, 2023). "Microsoft’s VALL-E Generates Speech From Just 3 Seconds of Audio". https://aibusiness.com/microsoft/microsoft-s-vall-e-generates-speech-from-just-3-seconds-of-audio.

Speech synthesis

Speaking	eSpeak]]/eSpeakNG Gnopernicus Gnuspeech Orca Festival Speech Synthesis System/Flite FreeTTS Automatik Text Reader
Singing	eCantorix Lyricos / Flinger Sinsy

Proprietary
software

Speaking	DECtalk Software Automatic Mouth Talk It! Microsoft Agent Microsoft Speech API Microsoft text-to-speech voices Readspeaker Voice browser CoolSpeech IVONA CereProc CeVIO Creative Studio Voiceroid LaLaVoice
Singing	Alter/Ego Cantor CeVIO Creative Studio Chipspeech Symphonic Choirs Vocaloid NIAONiao Virtual Singer Vocalina Utau Realivox PPG Phonem

Machine

Applications

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Developers/
Researchers

Process

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Speech synthesis software