Multi-voice speech recognition systems and methods are provided. A speech recognition apparatus may include a plurality of speech recognition means operating in parallel; means for determining the best scoring hypothesis for each speech recognition means and the best overall score; and pruning means for pruning of hypotheses of the speech recognition means based on the best overall score.