1. A method of speech recognition, the method comprising: determining a production-related value for a frame of an input signal and a decoding state based on a production-related value determined for at least one previous frame using a recursive definition; using the production-related value for the state to determine a probability distribution for the state; and determining a probability for an observation value associated with the frame based on the probability distribution for the state.