SPEECH ENHANCEMENT USING DISCRIMINATIVE RANDOM FIELDS

Speech enhancement in stationary noise is addressed using the ideal channel selection framework. In order to estimate the binary mask, we propose to classify each time-frequency (T-F) bin of the noisy signal as speech or noise using Discriminative Random Fields (DRF). The DRF function contains two terms - an enhancement function and a smoothing term. On each T-F bin, we propose to use an enhancement function based on likelihood ratio test for speech presence, while Ising model is used as smoothing function for spectro-temporal continuity in the estimated binary mask. The effect of the smoothing function over successive iterations is found to reduce musical noise as opposed to using only enhancement function. The binary mask is inferred from the noisy signal using Iterated Conditional Modes (ICM) algorithm. Sentences from NOIZEUS corpus are evaluated from 0 dB to 15 dB Signal to Noise Ratio (SNR) in 4 kinds of additive noise settings: additive white Gaussian noise, car noise, street noise and pink noise. The reconstructed speech using the proposed technique is evaluated in terms of average segmental SNR, Perceptual Evaluation of Speech Quality (PESQ) and Mean opinion Score (MOS).

汽车模具棱边的三维自适应测量及六维加工轨迹划分

针对大型汽车冲压模具棱边数字化的问题提出了三维自适应测量算法。为满足激光表面强化加工的特殊要求，在后续测量数据处理过程中建立了复杂棱边的简单模型，提出了六维加工轨迹划分算法，并对算法进行了加工实验验证。所提出的算法已应用到集成化柔性激光加工系统中。

Corporeidad, herencia y educación : la representación de la infancia en tres poemas castellanos del siglo XIII

Resumen: Tomando como punto de partida el gesto inaugural de Philippe Ariès en lo concerniente a los estudios sobre la niñez, el presente artículo se propone abordar las formas de representación de la infancia presentes en los tres poemas que componen el Ms. K-III-4 de la Biblioteca de San Lorenzo de El Escorial (Libro de Apolonio, Vida de Santa María Egipciaca, Libre dels tres reys d’Orient), buscando así, delinearle un espacio de comprensión a los modos de ser niño que se dejan leer en este códice. Modos de ser que, no sólo permiten rectifi car las afi rmaciones fundantes del historiador francés, sino que a su vez, devienen signo del imaginario y los saberes de un siglo XIII propenso a la condición terrena del hombre.