Neural Network based Real Time Sign Language Interpreter for Virtual Meet

A Machine Learning Based Full Duplex System Supporting Multiple Sign Languages for the Deaf and Mute

“…In [18], the researchers developed a glove that was used for translating ASL and reported an accuracy of 95%. A portable hand gesture recognition prototype is presented in [19]. The authors of this manuscript used a deep learning algorithm to process image data, which is then converted to speech.…”

“…Hardware/Software Summary [2] LMD, Android app D-M to ND-M to D-M, Single SLD [3] PC, Harris algorithm D-M to ND-M to D-M, Single SLD [4] Raspberry Pi D-M to ND-M, Single SLD [5] LMD, LSTM Neural networks D-M to ND-M, Single SLD [6] LMD, (GMM, HMM, DTW) D-M to ND-M, Single SLD [7] PC, NN algorithms D-M to ND-M, Single SLD [8] PC, Arduino, Gloves, Flex sensors Calibration required for the custom-made product, D-M to ND-M, Single SLD [10] Arduino, Gloves, Sensors Calibration required for the custom-made product, D-M to ND-M, Single SLD [12] PC, TensorFlow D-M to ND-M, Single SLD [13] PC, Various ML algorithms D-M to ND-M to D-M, Single SLD [14] PC, TensorFlow, CNN D-M to ND-M, Single SLD [15] Android D-M to ND-M, Multi SLD [16] Android D-M to ND-M, Single SLD [17] PC, CNN D-M to ND-M, Single SLD [18] Arduino, Gloves, Flex sensors Calibration required for the custom-made product, D-M to ND-M, Single SLD [19] PC NN D-M to ND-M, Single SLD [20] Gloves, Flex sensors, Voice recorder, Matlab D-M to ND-M, Single SLD [21] PC, CNN D-M to ND-M, Single SLD [22] CNN D-M to ND-M to D-M, Single SLD [23] Gloves, Sensors, Arduino, KNN D-M to ND-M, Single SLD [24] PC-based, PCA D-M to ND-M, Single SLD [25] Arduino, Gloves, Sensors, KNN Calibration required for the custom-made product, D-M to ND-M, Single SLD [26] PC-based, CNN D-M to ND-M, Single SLD [27] Android application D-M to ND-M, Multi SLD [28] PC, CNN D-M to ND-M, Single SLD [29] Android D-M to ND-M to D-M, Single SLD…”