Combined CNN-LSTM for Enhancing Clean and Noisy Speech Recognition
Al-LisaniyyatThis paper presents a hybrid Convolutional Neural Network-Long Short-Term Memory (CNN-LSTM) approach for Automatic Speech Recognition (ASR) using deep learning techniques on the Aurora-2 dataset. The dataset includes both clean and multi-condition modes,
Noussaiba Djeffal +3 more
doaj +1 more source
Time-frequency analysis of speech signal using Chirplet transform for automatic diagnosis of Parkinson's disease. [PDF]
Biomed Eng Lett, 2023 Warule P, Mishra SP, Deb S.
europepmc +1 more source
Tumor B‐cell infiltration in platinum‐treated advanced muscle‐invasive urothelial carcinoma
Molecular Oncology, EarlyView.Bladder tumors with higher pretreatment memory B‐cell infiltration were linked to longer survival after cisplatin chemotherapy, but not carboplatin. These tumors also showed more organized immune structures (tertiary lymphoid structures) and a shared pro‐inflammatory B‐cell‐rich community, suggesting that memory B cells may help identify patients most ...
Konrad Stawiski +10 more
wiley +1 more source
The Journal of Engineering, 2015 The Hartley transform is a mathematical transformation which is closely related to the better known Fourier transform. The properties that differentiate the Hartley Transform from its Fourier counterpart are that the forward and the inverse transforms ...
Ioannis Paraskevas +2 more
doaj +1 more source
Machine learning approach for detecting Covid-19 from speech signal using Mel frequency magnitude coefficient. [PDF]
Signal Image Video Process, 2023 Nayak SS, Darji AD, Shah PK.
europepmc +1 more source
Liquid biopsy‐based diagnostic evaluation of hypermethylated CpG sites for ovarian cancer diagnosis
Molecular Oncology, EarlyView.This schematic outlines the workflow from biomarker identification to duplex MethyLight assay validation for epithelial ovarian cancer diagnosis using cfDNA‐based liquid biopsy. Initial screening of hypermethylated CpG candidates (cg02957270, cg10061138 cg00480298, COL2A1) was performed in tissue using ARMS‐PCR, COBRA, qPCR and image analysis. Selected
Deepa Bisht +3 more
wiley +1 more source
Comparing Binaural Pre-processing Strategies I
Trends in Hearing, 2015 In a collaborative research project, several monaural and binaural noise reduction algorithms have been comprehensively evaluated. In this article, eight selected noise reduction algorithms were assessed using instrumental measures, with a focus on the ...
Regina M. Baumgärtel +13 more
doaj +1 more source
Retraction Note: An adaptive speech signal processing for COVID-19 detection using deep learning approach. [PDF]
Int J Speech Technol, 2022 Al-Dhlan KA.
europepmc +1 more source
Molecular Oncology, EarlyView.Patient‐derived organoids (PDOs) from pancreatic, colorectal, and gastric cancers were used to evaluate standard and experimental therapies. Incorporating cancer‐associated fibroblasts (CAFs) into organoid cultures improved patient therapy outcome prediction.
Marcin Grochowski +12 more
wiley +1 more source
The applicability of the Beck Depression Inventory and Hamilton Depression Scale in the automatic recognition of depression based on speech signal processing. [PDF]
Front Psychiatry, 2022 Hajduska-Dér B +4 more
europepmc +1 more source