Inventor
KHOURY ELIE
US45 patents
⚠️ This page may combine multiple inventors who share the name “KHOURY ELIE”. Patents are grouped by organization below to help distinguish them — per-person disambiguation is on the roadmap.
PINDROP SECURITY INC
40 patentsUS9824692B1Nov 21, 2017
End-to-end speaker recognition using deep neural network
PINDROP SECURITY INC182 citations99
US10679630B2Jun 9, 2020
Speaker recognition in the call center
PINDROP SECURITY INC15 citations94
US10347256B2Jul 9, 2019
Channel-compensated low-level features for speaker recognition
PINDROP SECURITY INC21 citations94
US10325601B2Jun 18, 2019
Speaker recognition in the call center
PINDROP SECURITY INC24 citations94
US11670304B2Jun 6, 2023
Speaker recognition in the call center
PINDROP SECURITY INC6 citations86
US10854205B2Dec 1, 2020
Channel-compensated low-level features for speaker recognition
PINDROP SECURITY INC11 citations86
US10381009B2Aug 13, 2019
End-to-end speaker recognition using deep neural network
PINDROP SECURITY INC4 citations84
US10141009B2Nov 27, 2018
System and method for cluster-based audio event detection
PINDROP SECURITY INC12 citations84
US10692502B2Jun 23, 2020
Method and apparatus for detecting spoofing conditions
PINDROP SECURITY INC7 citations82
US11862177B2Jan 2, 2024
Robust spoofing detection system using deep residual neural networks
PINDROP SECURITY INC2 citations73
US11842748B2Dec 12, 2023
System and method for cluster-based audio event detection
PINDROP SECURITY INC1 citations73
US11468901B2Oct 11, 2022
End-to-end speaker recognition using deep neural network
PINDROP SECURITY INC2 citations73
US11335353B2May 17, 2022
Age compensation in biometric systems using time-interval, gender and age
PINDROP SECURITY INC2 citations73
US10867621B2Dec 15, 2020
System and method for cluster-based audio event detection
PINDROP SECURITY INC1 citations73
US10672403B2Jun 2, 2020
Age compensation in biometric systems using time-interval, gender and age
PINDROP SECURITY INC4 citations73
US10553218B2Feb 4, 2020
Dimensionality reduction of baum-welch statistics for speaker recognition
PINDROP SECURITY INC2 citations73
US12015637B2Jun 18, 2024
Systems and methods for end-to-end architectures for voice spoofing detection
PINDROP SECURITY INC6 citations72
US12525224B2Jan 13, 2026
Deepfake detection
PINDROP SECURITY INC4 citations70
US12488072B2Dec 2, 2025
Passive and continuous multi-speaker voice biometrics
PINDROP SECURITY INC2 citations66
US12380892B2Aug 5, 2025
Limiting identity space for voice biometric authentication
PINDROP SECURITY INC1 citations63
US12525244B2Jan 13, 2026
End-to-end speaker recognition using deep neural network
PINDROP SECURITY INC0 citations62
US12512101B2Dec 30, 2025
End-to-end speaker recognition using deep neural network
PINDROP SECURITY INC0 citations62
US12424224B2Sep 23, 2025
Limiting identity space for voice biometric authentication
PINDROP SECURITY INC0 citations62
US12417772B2Sep 16, 2025
Robust spoofing detection system using deep residual neural networks
PINDROP SECURITY INC0 citations62
US12354608B2Jul 8, 2025
Channel-compensated low-level features for speaker recognition
PINDROP SECURITY INC0 citations62
US12142083B2Nov 12, 2024
Audiovisual deepfake detection
PINDROP SECURITY INC1 citations62
US11727942B2Aug 15, 2023
Age compensation in biometric systems using time-interval, gender and age
PINDROP SECURITY INC0 citations62
US11657823B2May 23, 2023
Channel-compensated low-level features for speaker recognition
PINDROP SECURITY INC0 citations62
US12437751B2Oct 7, 2025
Systems and methods of speaker-independent embedding for identification and verification from audio
PINDROP SECURITY INC1 citations61
US11756564B2Sep 12, 2023
Deep neural network based speech enhancement
PINDROP SECURITY INC0 citations61
US11948553B2Apr 2, 2024
Systems and methods of speaker-independent embedding for identification and verification from audio
PINDROP SECURITY INC0 citations60
US11488605B2Nov 1, 2022
Method and apparatus for detecting spoofing conditions
PINDROP SECURITY INC0 citations60
US12592220B2Mar 31, 2026
Deepfake detection
PINDROP SECURITY INC0 citations57
US12451138B2Oct 21, 2025
Cross-lingual speaker recognition
PINDROP SECURITY INC0 citations48
US12562150B2Feb 24, 2026
Deepfake detection
PINDROP SECURITY INC0 citations47
US12266368B2Apr 1, 2025
Cross-channel enrollment and authentication of voice biometrics
PINDROP SECURITY INC0 citations47
US12190905B2Jan 7, 2025
Speaker recognition with quality indicators
PINDROP SECURITY INC0 citations47
US12592239B2Mar 31, 2026
Active voice liveness detection system
PINDROP SECURITY INC0 citations46
US11715460B2Aug 1, 2023
Z-vectors: speaker embeddings from raw audio using sincnet, extended CNN architecture and in-network augmentation techniques
PINDROP SECURITY INC0 citations46
US12387742B2Aug 12, 2025
Age estimation from speech
PINDROP SECURITY INC0 citations44