1. A method of determining a possibility of pattern recognition of a time series signal, comprising: extracting a time forward feature and a time reversed feature from an input signal having a time series pattern; generating time forward alignment and time reversed alignment by using said time forward feature and said time reversed feature; comparing said time forward alignment with said time reversed alignment to compute a likelihood of pattern recognition; and determining that said input signal can be recognized when said likelihood is larger than a predetermined threshold value.