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Lipreading with long short-term memory [PDF]

open access: yes2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016
Accepted for publication at ICASSP ...
Wand, Michael   +2 more
openaire   +3 more sources

Time Series-Based Spoof Speech Detection Using Long Short-Term Memory and Bidirectional Long Short-Term Memory

open access: yesARO-The Scientific Journal of Koya University
Detecting fake speech in voice-based authentication systems is crucial for reliability. Traditional methods often struggle because they can't handle the complex patterns over time.
Arsalan R. Mirza   +1 more
doaj   +2 more sources

THE COMPARISON OF LONG SHORT-TERM MEMORY AND BIDIRECTIONAL LONG SHORT-TERM MEMORY FOR FORECASTING COAL PRICE

open access: yesBarekeng
Coal remains vital for global energy despite recent demand fluctuations due to the COVID-19 pandemic and geopolitical tensions. The International Energy Agency (IEA) projected a decline in global coal demand starting in early 2024, driven by increasing ...
Indra Rivaldi Siregar   +4 more
doaj   +2 more sources

TRAINING OF THE FUTURE INTERPRETERS’ WORKING MEMORY [PDF]

open access: yesВісник Університету імені Альфреда Нобеля. Серія Педагогіка і психология, 2021
The article is devoted to the issues of functioning and training of short-term and long-term memory of future interpreters. The concept of translation competence is considered, and it is noted that in order for it to be at a rather high level, an ...
Antonina V. Prokopenko, Valeriia M. Rava
doaj   +1 more source

Long Short-Term Memory Neural Equalizer [PDF]

open access: yesIEEE Transactions on Signal and Power Integrity, 2022
In this work we propose a neuromorphic hardware based signal equalizer by based on the deep learning implementation. The proposed neural equalizer is plasticity trainable equalizer which is different from traditional model designed based DFE. A trainable Long Short-Term memory neural network based DFE architecture is proposed for signal recovering and ...
Wang, Zihao   +5 more
openaire   +3 more sources

Human Activity Prediction using Long Short Term Memory [PDF]

open access: yesE3S Web of Conferences, 2020
Early symptoms of dementia is one of the causes decrease in quality of life. Human activity recognition (HAR) system is proposed to recognize the daily routines which has an important role in detecting early symptoms of dementia.
Septiadi Jaka, Warsito Budi, Wibowo Adi
doaj   +1 more source

Quantum Long Short-Term Memory

open access: yesICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022
Long short-term memory (LSTM) is a kind of recurrent neural networks (RNN) for sequence and temporal dependency data modeling and its effectiveness has been extensively established. In this work, we propose a hybrid quantum-classical model of LSTM, which we dub QLSTM.
Chen, Samuel Yen-Chi   +2 more
openaire   +2 more sources

Prediksi Harga Cryptocurrency Menggunakan Algoritma Long Short Term Memory (LSTM)

open access: yesJurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 2022
Technological developments continue to encourage the creation of various innovations in almost all aspects of human life. One of the innovations that is becoming a worldwide phenomenon today is the presence of cryptocurrency as a digital currency that is
Moch Farryz Rizkilloh, Sri Widiyanesti
doaj   +1 more source

Prediksi Pendapatan Kargo Menggunakan Arsitektur Long Short Term Memory

open access: yesJurnal Komputer Terapan, 2020
Angkutan kargo udara Indonesia saat ini mengalami perkembangan yang cukup signifikan. Salah satu layanan kargo yang terdapat di Indonesia yaitu Garuda Indonesia Cargo dan memiliki beberapa kantor cabang.
Bagas Aji Aprian   +2 more
doaj   +1 more source

Short‐term traffic travel time forecasting using ensemble approach based on long short‐term memory networks

open access: yesIET Intelligent Transport Systems, 2023
To enhance the control effect of intelligent transportation system (ITS) of expressway, avoid blind travel causing traffic congestion, improve road capacity, and achieve the purpose of smooth and efficient operation of the network, 3σ criterion and 2σ ...
Xingli Jia   +4 more
doaj   +1 more source

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