Considered an approach using phonetic transcriber to search for keywords in the flow of connected speech for example, records of court proceedings. Phonemes are modeled by hidden Markov models. The keyword is specified using the phonetic transcription. Developed a demonstration program keyword search for Russian and Ukrainian languages. The experimental results of the search keywords in the flow of speech are given.