A speech analysis and evaluation system and method where behavioral and conversational features of successful customer representatives are determined. Reference models are obtained by analyzing the voices of the successful customer representatives using the voices' monotony and hesitation acoustic parameters and their respective speech recognition reliability score. A successful customer representative is the one that increases customer's satisfaction as a result of a conversation with a customer. Reference models that are generated by analyzing the voices of successful customer representatives are used for recruitment and training purposes.