The situation with regard to Russian language resources is fragmented and disorganized. For this reason, it is important to promote for Russian the development of its basic resources in one package that could be used for development of speech products. The paper presents a design of the Russian lexical databases, corpora and supporting tools (system for construction and support of lexical databases, system for transcription, morphological analyzer and normalyzer) developed for wide usage in speech engineering.