I. Lapidot

发表

Improved Unknown-Multiple Speaker clustering using HMM

H. Bourlard, J. Ajmera, I. Lapidot, 2002 .

Distinction between mixed genus bacteria using infrared spectroscopy and multivariate analysis

I. Lapidot, A. Salman, S. Mordechai, 2019, Vibrational Spectroscopy.

Comparison between normalizations for SVM — GMM supervectors speaker verification

I. Lapidot, H. Guterman, Udi Ben Simon, 2010, 2010 IEEE 26-th Convention of Electrical and Electronics Engineers in Israel.

Optimizing feature representation for speaker diarization using PCA and LDA

J. Bonastre, I. Lapidot, 2012 .

Diagnosis of inaccessible infections using infrared microscopy of white blood cells and machine learning algorithms.

Adam H Agbaria, I. Lapidot, A. Salman, 2020, The Analyst.

Differentiation of mixed soil-borne fungi in the genus level using infrared spectroscopy and multivariate analysis.

I. Lapidot, A. Salman, S. Mordechai, 2018, Journal of photochemistry and photobiology. B, Biology.

Differentiation of mixed bacteria samples in the generic level using infrared spectroscopy and multivariate analysis

I. Lapidot, A. Salman, M. Huleihel, 2014, 2014 IEEE 28th Convention of Electrical & Electronics Engineers in Israel (IEEEI).

Rapid diagnosis of infection etiology in febrile pediatric oncology patients using infrared spectroscopy of leukocytes

Adam H Agbaria, I. Lapidot, A. Salman, 2019, Journal of biophotonics.

What is Better: GMM of Two Gaussians or Two Clusters With One Gaussian?

I. Lapidot, 2002 .

Dichotomy between clustering performance and minimum distortion in piecewise-dependent-data (PDD) clustering

I. Lapidot, H. Guterman, 2003, IEEE Signal Processing Letters.

Robust speaker clustering quality estimation

I. Lapidot, Yishai Cohen, 2018, 2018 IEEE International Conference on the Science of Electrical Engineering in Israel (ICSEE).

Speakers clustering with stochastic VQ and clustering quality estimator

I. Lapidot, Yishai Cohen, 2018, 2018 IEEE International Conference on the Science of Electrical Engineering in Israel (ICSEE).

Fast identification and susceptibility determination of E. coli isolated directly from patients' urine using infrared-spectroscopy and machine learning.

I. Lapidot, A. Salman, U. Sharaha, 2022, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

Culture-independent susceptibility determination of E. coli isolated directly from patients' urine using FTIR and machine-learning.

I. Lapidot, A. Salman, U. Sharaha, 2022, The Analyst.

Rapid detection of Klebsiella pneumoniae producing extended spectrum β lactamase enzymes by infrared microspectroscopy and machine learning algorithms.

I. Lapidot, A. Salman, U. Sharaha, 2021, The Analyst.

Detection of Fusarium oxysporum Fungal Isolates Using ATR Spectroscopy

I. Lapidot, A. Salman, S. Mordechai, 2012 .

Distinction of Fusarium oxysporum fungal isolates (strains) using FTIR-ATR spectroscopy and advanced statistical methods.

I. Lapidot, A. Salman, S. Mordechai, 2011, The Analyst.

Assignment of Colletotrichum coccodes isolates into vegetative compatibility groups using infrared spectroscopy: a step towards practical application.

I. Lapidot, A. Salman, S. Mordechai, 2015, The Analyst.

Utilizing FTIR-ATR spectroscopy for classification and relative spectral similarity evaluation of different Colletotrichum coccodes isolates.

I. Lapidot, A. Salman, S. Mordechai, 2012, The Analyst.

Time-Domain Based Embeddings for Spoofed Audio Representation

I. Lapidot, A. Yeredor, Matan Karo, 2022, ArXiv.

Speech Database and Protocol Validation Using Waveform Entropy

Nicholas W. D. Evans, Jean-François Bonastre, Massimiliano Todisco, 2018, INTERSPEECH.

Potential of bacterial infection diagnosis using infrared spectroscopy of WBC and machine learning algorithms

Ahmad Salman, Itshak Lapidot, Shaul Mordechai, 2019, European Conference on Biomedical Optics.

Differential Diagnosis of the Etiologies of Bacterial and Viral Infections Using Infrared Microscopy of Peripheral Human Blood Samples and Multivariate Analysis.

Adam H Agbaria, I. Lapidot, A. Salman, 2018, Analytical chemistry.

Incremental On-Line Clustering of Speakers' Short Segments

Itshak Lapidot, Irit Opher, Ruth Aloni-Lavi, 2018, Odyssey.

Determination of Klebsiella pneumoniae Susceptibility to Antibiotics Using Infrared Microscopy.

I. Lapidot, A. Salman, U. Sharaha, 2021, Analytical chemistry.

Infrared spectroscopy and multivariate analysis: Classification of mixed fusarium species solani and oxysporum isolates at the species level

I. Lapidot, A. Salman, S. Mordechai, 2016, 2016 IEEE International Conference on the Science of Electrical Engineering (ICSEE).

Potential of infrared microscopy to differentiate between dementia with Lewy bodies and Alzheimer’s diseases using peripheral blood samples and machine learning algorithms

Ahmad Salman, Elad Shufan, Itshak Lapidot, 2020, Journal of biomedical optics.

Hybrid Speech and Text Analysis Methods for Speaker Change Detection

Amit Dvir, Issachar Gilad, Chen Hajaj, 2021, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Detection of Extended-Spectrum β-Lactamase-Producing Escherichia coli Using Infrared Microscopy and Machine-Learning Algorithms.

I. Lapidot, I. Bigio, A. Salman, 2019, Analytical chemistry.

Rapid determination of Proteus mirabilis susceptibility to antibiotics using infrared spectroscopy in tandem with random forest

I. Lapidot, A. Salman, U. Sharaha, 2022, Journal of biophotonics.

Infra-red spectroscopy combined with machine learning algorithms enables early determination of Pseudomonas aeruginosa's susceptibility to antibiotics.

I. Lapidot, A. Salman, U. Sharaha, 2022, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

Identification of fungal phytopathogens using Fourier transform infrared-attenuated total reflection spectroscopy and advanced statistical methods.

I. Lapidot, A. Salman, S. Mordechai, 2012, Journal of biomedical optics.

An information theory based data-homogeneity measure for voice comparison

Solange Rossato, Jean-François Bonastre, Juliette Kahn, 2015, INTERSPEECH.

Speech and multilingual natural language framework for speaker change detection and diarization

O. H. Anidjar, I. Lapidot, Y. Estève, 2022, Expert Syst. Appl..

Early Detection of Pre-Cancerous and Cancerous Cells Using Raman Spectroscopy-Based Machine Learning

I. Lapidot, A. Salman, U. Sharaha, 2023, Cells.

Generalized Viterbi-based models for time-series segmentation and clustering applied to speaker diarization

Jean-François Bonastre, Itshak Lapidot, Ami Moyal, 2017, Comput. Speech Lang..

Detection of extended-spectrum β-lactamase-producing bacteria isolated directly from urine by infrared spectroscopy and machine learning.

I. Lapidot, A. Salman, U. Sharaha, 2023, Spectrochimica Acta Part A - Molecular and Biomolecular Spectroscopy.

Identifying Distinctive Acoustic and Spectral Features in Parkinson's Disease

Itshak Lapidot, Irit Opher, Yermiyahu Hauptman, 2019, INTERSPEECH.

A Thousand Words are Worth More Than One Recording: Word-Embedding Based Speaker Change Detection

Amit Dvir, Itshak Lapidot, O. H. Anidjar, 2021, Interspeech.

Estimating Speaker Clustering Quality Using Logistic Regression

Itshak Lapidot, Yishai Cohen, I. Lapidot, 2017, INTERSPEECH.

Clustering short push-to-talk segments

Itshak Lapidot, Irit Opher, Neta Rabin, 2015, Interspeech.

PLDA-based mean shift speakers' short segments clustering

Itshak Lapidot, Irit Opher, Itay Salmun, 2017, Comput. Speech Lang..

On the Use of PLDA i-vector Scoring for Clustering Short Segments

Itshak Lapidot, Irit Opher, Itay Salmun, 2016, Odyssey.

Speaker clustering quality estimation with logistic regression

Itshak Lapidot, Yishai Cohen, I. Lapidot, 2021, Comput. Speech Lang..

Unknown-multiple speaker clustering using HMM

Hervé Bourlard, Iain McCowan, Jitendra Ajmera, 2002, INTERSPEECH.

Unsupervised speaker recognition based on competition between self-organizing maps

Itshak Lapidot, Hugo Guterman, A. Cohen, 2002, IEEE Trans. Neural Networks.

Initialization of Iterative-Based Speaker Diarization Systems for Telephone Conversations

Hugo Guterman, Itshak Lapidot, Oshry Ben-Harush, 2012, IEEE Transactions on Audio, Speech, and Language Processing.

Segmental K-Means initialization for SOM-based speaker clustering

I. Lapidot, H. Guterman, O. Ben-Harush, 2008, 2008 50th International Symposium ELMAR.

VQ-Based Clustering Algorithm of Piecewise- Dependent-Data

Hugo Guterman, Itshak Lapidot, I. Lapidot, 2001, WSOM.

Quick Detection of Proteus and Pseudomonas in Patients’ Urine and Assessing Their Antibiotic Susceptibility Using Infrared Spectroscopy and Machine Learning

I. Lapidot, A. Salman, George Abu-Aqil, 2023, Sensors.

Monitoring the efficacy of antibiotic therapy in febrile pediatric oncology patients with bacteremia using infrared spectroscopy of white blood cells-based machine learning.

I. Lapidot, A. Salman, S. Mordechai, 2024, Talanta.