End-to-end speech recognition with adaptive computation steps

M Li, M Liu, H Masanori - … Conference on Acoustics, Speech …, 2019 - ieeexplore.ieee.org
… Adaptive Computation Steps (ACS) algorithm, which enables end-to-end speech recognition
… We verify the ACS algorithm on a Mandarin speech corpus AIShell-1, and it achieves a 31.2…

[PDF][PDF] An overview of speech recognition using HMM

RS Chavan, GS Sable - … Computer Science and Mobile Computing, 2013 - researchgate.net
… speaker recognition, speaker identification etc. The purpose of this project is to study a speech
recognition system … (1) As shown in Fig 1, MFCC consists of six computational steps. Each …

Transformer-based online speech recognition with decoder-end adaptive computation steps

M Li, C Zorilă, R Doddipatla - 2021 IEEE spoken language …, 2021 - ieeexplore.ieee.org
… -end (E2E) automatic speech recognition (ASR) systems have … Decoder-end Adaptive
Computation Steps (DACS) algorithm … step, the paper introduces a maximum look-ahead step into …

[图书][B] Automatic speech recognition

D Yu, L Deng - 2016 - Springer
… In Chap.14 we introduce computational network, a unified framework for describing arbitrary
… , and maximum entropy model, which can be illustrated as a series of computational steps. …

LPC and LPCC method of feature extraction in Speech Recognition System

H Gupta, D Gupta - … conference-cloud system and big data …, 2016 - ieeexplore.ieee.org
… of computer software and hardware, the speech recognition technology is used in broad …
Steps for the computation of LPC are as follow: a. All the steps mentioned above in computation

Speech recognition on DSP: issues on computational efficiency and performance analysis

M Yuan, T Lee, PC Ching, Y Zhu - Microprocessors and Microsystems, 2006 - Elsevier
computational step from the implementation point of view, comments on its contributions
towards the computation cost and the recognition … -off between computational efficiency and …

A framework for secure speech recognition

P Smaragdis, M Shashanka - … Transactions on Audio, Speech …, 2007 - ieeexplore.ieee.org
COMPUTATIONS—BACKGROUND The speech-recognition example that we will present is
a specific example of a secure two-party computation. … implement each step of the algorithm …

Approximate LSTM computing for energy-efficient speech recognition

J Jo, J Kung, Y Lee - Electronics, 2020 - mdpi.com
computing method of long short-term memory (LSTM) operations for energy-efficient end-to-end
speech recognition. … As the computing steps in LSTM operations can be expressed as …

[PDF][PDF] Efficient algorithms for speech recognition

M Ravishankar - 1996 - Citeseer
… But practical speech recognition also requires the computation … and accurate speech
recognition. It is easy to improve … and its breakdown among the major computational steps. We …

Review of neural networks for speech recognition

RP Lippmann - Neural computation, 1989 - ieeexplore.ieee.org
speech data and on determining whether parallel neural net architectures can be designed
which perform the computations required by important speech recognition … a third step to time …