![]() ![]() ![]() It contains nearly 400,000 recordings from 20,000 different people, resulting in around 500 hours of speech. It’s got to work for anyone, anywhere, so in parallel to Deep Speech Mozilla have further embraced open innovation and started a publicly available voice database called Common Voice so that anyone can develop compelling speech experiences. ![]() This animation shows how the data flows through the network.įor a machine to learn anything it needs data input, in this case, human language – not just the English language, and not just English with received pronunciation. In less buzzwordy terms: it’s a deep neural network with recurrent layers that get audio features as input and outputs characters directly - the transcription of the audio. Explained Mozilla Research.ĭeep Speech is an end-to-end trainable, character-level, deep recurrent neural network (RNN). We have made great progress: Our word error rate on LibriSpeech’s test-clean set is 6.5%, which not only achieves our initial goal, but gets us close to human level performance. One of the major goals from the beginning was to achieve a Word Error Rate in the transcriptions of under 10%. Deep Speech is an end-to-end trainable, character-level, deep recurrent neural network (RNN) - a deep neural network with recurrent layers that get audio features as input and outputs characters Click To Tweet Mozilla Research recently launched Deep Speech, their open-source speech recognition engine model and an open database called Common Voice. The first step on the road to talking tech is to teach it our language, no mean feat as it turns out, but some innovative companies are breaking new ground in this area. If you’d like to hear it I can sing it for you? H.A.L. Langley, and he taught me to sing a song. plant in Urbana, Illinois on the 12th of January 1992. Oh and I wasn’t kidding about tech learning to talk, but that takes time. Mainly because it is incredibly complex and the advances need to bring chatty robots to life have only just started to become available. The interactive speaking computer has been a staple of Sci-Fi lore for years but has been strangely slow to appear in the real world. ![]()
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