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Joint Encoding of the Waveform and Speech Recognition ...
https://www.microsoft.com/en-us/research/publication/joint-encoding-of-the-waveform-and-speech-recognition-features-using-a-transform-codec/
For distributed speech recognition, wideband features are compressed and transmitted as side information. The waveform is then encoded in a manner that exploits the information already captured by the speech features. Narrowband speech acoustic features can be synthesized at the server by applying a transformation to the decoded wideband features.
Speech Recognition Using Deep Learning Algorithms
https://cs229.stanford.edu/proj2013/zhang_Speech%20Recognition%20Using%20Deep%20Learning%20Algorithms.pdf
Fig. 1 A typical system architecture for automatic speech recognition . 2. Automatic Speech Recognition System Model The principal components of a large vocabulary continuous speech reco[1] [2] are gnizer illustrated in Fig. 1. The input audio waveform from a microphone is converted into a sequence of
Simple Audio Recognition on a Raspberry Pi using …
https://electronut.in/audio-recongnition-ml/
Simple Audio Recognition on a Raspberry Pi using Machine Learning (I2S, TensorFlow Lite) 17 Jan 2021. Introduction. You know a technology is maturing when there is an abundance of jokes about it on the internet.
What is Waveform Audio (.WAV)? - Definition from …
https://www.techopedia.com/definition/12636/waveform-audio-wav
The Waveform Audio File Format (WAV) is an audio file format. It is considered a "first-generation" format with no compression except with some manipulations in order to store the sound digitally, resulting in larger sizes compared to formats like MP3 and WMA. This standard was developed by IBM and Microsoft for storing an audio bitstream on PCs. The Waveform Audio File Format is …
Understanding Audio data, Fourier Transform, FFT and ...
https://towardsdatascience.com/understanding-audio-data-fourier-transform-fft-spectrogram-and-speech-recognition-a4072d228520
Suppose you are working on a Speech Recognition task. You have an audio file in which someone is speaking a phrase (for example: How are you). Your recognition system should be able to predict these three words in the same order (1. ‘how’, 2. ‘are’, 3. ‘you’).
Audio Augmentation for Speech Recognition - Daniel …
http://danielpovey.com/files/2015_interspeech_augmentation.pdf
Audio Augmentation for Speech Recognition Tom Ko1, Vijayaditya Peddinti 2, Daniel Povey;3, Sanjeev Khudanpur2;3 1Huawei Noah’s Ark Research Lab, Hong Kong, China 2Center for Language and Speech Processing & 3Human Language Technology Center of Excellence, Johns Hopkins University, Baltimore, MD, 21218, USA ftomkocse,[email protected], …
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