Contributions on distance-based algorithms, multi-classifier construction and pairwise classification

179 p.

Query-by-Example Spoken Term Detection ALBAYZIN 2012 evaluation: overview, systems, results, and discussion

Query-by-Example Spoken Term Detection (QbE STD) aims at retrieving data from a speech data repository given an acoustic query containing the term of interest as input. Nowadays, it has been receiving much interest due to the high volume of information stored in audio or audiovisual format. QbE STD differs from automatic speech recognition (ASR) and keyword spotting (KWS)/spoken term detection (STD) since ASR is interested in all the terms/words that appear in the speech signal and KWS/STD relies on a textual transcription of the search term to retrieve the speech data. This paper presents the systems submitted to the ALBAYZIN 2012 QbE STD evaluation held as a part of ALBAYZIN 2012 evaluation campaign within the context of the IberSPEECH 2012 Conference(a). The evaluation consists of retrieving the speech files that contain the input queries, indicating their start and end timestamps within the appropriate speech file. Evaluation is conducted on a Spanish spontaneous speech database containing a set of talks from MAVIR workshops(b), which amount at about 7 h of speech in total. We present the database metric systems submitted along with all results and some discussion. Four different research groups took part in the evaluation. Evaluation results show the difficulty of this task and the limited performance indicates there is still a lot of room for improvement. The best result is achieved by a dynamic time warping-based search over Gaussian posteriorgrams/posterior phoneme probabilities. This paper also compares the systems aiming at establishing the best technique dealing with that difficult task and looking for defining promising directions for this relatively novel task.

Role of G protein coupled inwardly rectifier K+ channels (GIRK) on the neurobiology depression

353 págs.

Un "lapsus calami" (K.9.2) y la escritura redundante en la Celtiberia

Este artículo se ha realizado dentro del Proyecto de Investigación «Identidades y diversidad cultural en la Hispania Antigua: Bilingüismo y Cultura Epigráfica» (HUM 2006-13424-C04-02/Filo).

Eromena, azpimemoria eta isiltasuna(k) idazten: Hutsune bihurtutako emakumeak garaiko gizartearen eta moralaren ispilu

356 p.

m, s eta k opioide-hartzaileen deskribapena, kokapena eta funtzionaltasuna hozi-zelula maskulinoetan

258 p.

Foruako (Bizkaia) aztarnategi arkeologikotik datozen erromatar garaiko forja zepa metalikoen karakterizazioa (I – III K.o. mendeak): Erromatar siderurgiaren inguruko ezagutza ekarpen berriak Bizkaian

[EUS] Foruako aztarnategi arkeologikotik datozen erromatar garaiko forja zepa metalikoen karakterizazioa, garai hartan indarrean zegoen siderurgiari buruzko ezagutza handitzeko asmoz.