The Taiwan Mandarin Speecon database is divided into 2 sets: 1) The first set comprises the recordings of 550 adult Taiwanese speakers (273 males, 277 females), recorded over 4 microphone channels in 4 recording environments (office, entertainment, car, public place). 2) The second set comprises the recordings of 50 child Taiwanese speakers (25 boys, 25 girls), recorded over 4 microphone channels in 1 recording environment (children room). This database is partitioned into 56 DVDs (first set) and 3 DVDs (second set). The speech databases made within the Speecon project were validated by SPEX, the Netherlands, to assess their compliance with the Speecon format and content specifications. Each of the four speech channels is recorded at 16 kHz, 16 bit, uncompressed unsigned integers in Intel format (lo-hi byte order). To each signal file corresponds an ASCII SAM label file which contains the relevant descriptive information. Each speaker uttered the following items: Calibration data: 6 noise recordings The “silence word” recording Free spontaneous items (adults only): 5 minutes (session time) of free spontaneous, rich context items (story telling) (an open number of spontaneous topics out of a set of 30 topics) 17 Elicited spontaneous items (adults only): 3 dates, 2 times, 3 proper names, 2 city names, 1 letter sequence, 2 answers to questions, 3 telephone numbers, 1 language Read speech: 30 phonetically rich sentences uttered by adults and 60 uttered by children 5 phonetically rich words (adults only) 4 isolated digits 1 isolated digit sequence 4 connected digit sequences 1 telephone number 3 natural numbers 1 money amount 2 time phrases (T1 : analogue, T2 : digital) 3 dates (D1 : analogue, D2 : relative and general date, D3 : digital) 3 letter sequences 1 proper name 2 city or street names 2 questions 2 special keyboard characters 1 Web address 1 email address 46 core words synonyms 208 application specific words and phrases per session (adults) 74 toy commands, 14 phone commands and 34 general commands (children) The following age distribution has been obtained: Adults: 246 speakers are between 15 and 30, 235 speakers are between 31 and 45, 63 speakers are between 46 and 60, and 6 speakers are over 60. Children: 21 speakers are between 7 and 10, 29 speakers are between 11 and 14. A pronunciation lexicon with a phonemic transcription in SAMPA is also included.