首页>
外国专利>
Processing acoustic sequences using long short-term memory (LSTM) neural networks that include recurrent projection layers
Processing acoustic sequences using long short-term memory (LSTM) neural networks that include recurrent projection layers
展开▼
机译:使用包含循环投影层的长短期记忆(LSTM)神经网络处理声音序列
展开▼
页面导航
摘要
著录项
相似文献
摘要
Methods, systems, and apparatus, including computer programs encoded on computer storage media, for generating phoneme representations of acoustic sequences using projection sequences. One of the methods includes receiving an acoustic sequence, the acoustic sequence representing an utterance, and the acoustic sequence comprising a respective acoustic feature representation at each of a plurality of time steps; for each of the plurality of time steps, processing the acoustic feature representation through each of one or more long short-term memory (LSTM) layers; and for each of the plurality of time steps, processing the recurrent projected output generated by the highest LSTM layer for the time step using an output layer to generate a set of scores for the time step.
展开▼