A computer-implemented method to dynamically calibrate hardware settings for optimum audio-based data transfer, comprising: receiving, by a computing device, an audio-based data transmission using an initial data reception hardware configuration; analyzing, by the computing device, a first signal strength of the audio-based data transmission and a reliability of the audio-based data transmission; determining, by the computing device, a confidence score for the initial data reception hardware configurations; determining, by the computing device, that the confidence score is below a defined threshold confidence score; in response to determining that the confidence score is below the defined threshold confidence score, modifying, by the computing device, a data reception hardware configuration; receiving, by the computing device, a retransmitted audio-based data transmission using the modified data reception hardware configuration; analyzing, by the computing device, a second signal strength of the retransmitted audio-based data transmission and a second reliability of the audio-based data transmission; determining, by the computing device, a second confidence score for the modified data reception hardware configurations; determining, by the computing device, that the second confidence score is at or above the defined threshold confidence score; in response to determining that the second confidence score is at or above the defined threshold confidence score, updating, by the computing device, the initial data reception hardware configuration; and transmitting the modified data reception hardware configuration to multiple computing devices that comprise an identical model identifier as the computing device. receiving, by a computing device, an audio-based data transmission using an initial data reception hardware configuration; analyzing, by the computing device, a first signal strength of the audio-based data transmission and a reliability of the audio-based data transmission; determining, by the computing device, a confidence score for the initial data reception hardware configurations; determining, by the computing device, that the confidence score is below a defined threshold confidence score; in response to determining that the confidence score is below the defined threshold confidence score, modifying, by the computing device, a data reception hardware configuration; receiving, by the computing device, a retransmitted audio-based data transmission using the modified data reception hardware configuration; analyzing, by the computing device, a second signal strength of the retransmitted audio-based data transmission and a second reliability of the audio-based data transmission; determining, by the computing device, a second confidence score for the modified data reception hardware configurations; determining, by the computing device, that the second confidence score is at or above the defined threshold confidence score; in response to determining that the second confidence score is at or above the defined threshold confidence score, updating, by the computing device, the initial data reception hardware configuration; and transmitting the modified data reception hardware configuration to multiple computing devices that comprise an identical model identifier as the computing device.