Abstract: Systems and methods to detect a beginning of input spoken by a user are disclosed. Exemplary implementations may: obtain, in an ongoing manner, audio information representing sound captured by an audio section over an interval of time; determine an input beginning within the interval of time by determining a sequential set of the amplitude values that have reached or surpassed an amplitude threshold for a period of time; extract, from the audio information, an audio portion from the input beginning to an input end; analyze the audio portion to determine a function request to execute; determine whether execution of the function request requires server resources; responsive to determining the server resources are required to execute the function, transmit the function request to a server; and responsive to determining the server resources are not required to execute the function request, execute the function request.

Abstract: Systems and methods to implement neural networks that have been transformed to computable functions to enhanced coordinated natural language processing and/or other processing by server/client systems are disclosed. Exemplary implementations may: obtain audio information that represents sounds conveying utterances by a user; perform analysis on the audio information to determine whether the audio information satisfies criteria for a second set of one or more processors to execute a first set of instructions on the audio information; execute the first set of instructions on the audio information to generate an instruction output responsive to determination that the audio information satisfies the criteria; determine whether the instruction output is equal to one of the output values stored in the local electronic storage; and effectuate the corresponding outcome responsive to determination that the instruction output equals one of the output values.