Medium-term speaker states-A review on intoxication, sleepiness and the first challenge

► We review the state of the art in automatic recognition of intoxication and sleepiness. ► We present the framework and results of the INTERSPEECH 2011 Speaker State Challenge. ► We review the contributions of the Challenge participants and analyse their results. ► We highlight the opportunities by result fusion among systems and along the time axis.