从计算的角度来看语言的性质,就是要求将人们对语言的结构规律的认识以精确的、形式化的、可计算的方式呈现出来,而不是像其他语言学研究那样,在表述语言的结构规律时一般采用非形式化的表达形式。” NLP的具体表现形式包括语音识别(Speech recognition), 中文自动分词(Chinese word segmentation), 词性标注(Part-of-spe...
Cloud Studio代码运行 importtorchimporttorch.nnasnnclassSpeechRecognitionModel(nn.Module):def__init__(self,input_size,hidden_size,num_classes):super(SpeechRecognitionModel,self).__init__()self.rnn=nn.RNN(input_size,hidden_size,batch_first=True)self.fc=nn.Linear(hidden_size,num_classes)defforwar...
语音识别(Automatic Speech Recognition):简称ASR,是将声音转化成文字的过程,相当于耳朵。自然语言处理(Natural Language Processing):简称NLP,是理解和处理文本的过程,相当于大脑。语音合成(Text-To-Speech):简称TTS,是把文本转化成语音的过程,相当于嘴巴。下面我们就来详细的介绍每一个模块。 02 语音识别(ASR) 通常...
· Speech Recognition: Wave2Letter, DeepSpeech2 · Speech Synthesis: Tacotron 2 · Language Modeling and transfer learning for NLP tasks Overview of OpenSeq2Seq 自2014年引入序列到序列范式(Cho等人,2014[1])以来,其受欢迎程度持续增长。序列到序列模型通常由编码器和解码器组成,可用于各种任务。规范的序列...
Language Processing and Optical Character Recognition (OCR) NLP relies on various datasets for speech recognition and to create human language. If the data is not in written or spoken form — for instance, the dialog in a video or the text data contained in a scanned document or image — th...
Attention-Based Models for Speech Recognition：Tacotron2使用的Location Sensitive Attention | Chorow...
Speech | 语音系统 Attention-Based Models for Speech Recognition:Tacotron2使用的Location Sensitive Attention | Chorowski et al,2015 Tacotron: A Fully End-To-End Text-To-Speech Synthesis Model | 阅读笔记:Tacotron,端到端的语音合成系统 | Yuxuan et al,2017 Natural TTS Synthesis By Conditioning Wavene...
Also called grammatical tagging, this is the process of determining which part of speech a word or piece of text is, based on its use and context. For example, part-of-speech identifies “make” as a verb in “I can make a paper plane,” and as a noun in “What make of car do ...
Deep Context: End-to-End Contextual Speech Recognition.Golan Pundak, Tara N. Sainath, Rohit Prabhavalkar, Anjuli Kannan, Ding Zhao. IEEE SLT 2018. Speech recognition for medical conversations.Chung-Cheng Chiu, Anshuman Tripathi, Katherin...
Speech recognition for medical conversations.Chung-Cheng Chiu, Anshuman Tripathi, Katherine Chou, Chris Co, Navdeep Jaitly, Diana Jaunzeikare, Anjuli Kannan, Patrick Nguyen, Hasim Sak, Ananth Sankar, Justin Tansuwan, Nathan Wan, Yonghui Wu, and Xuedong Zhang. Interspeech 2018. ...