Automatic Tonic Identification in Indian Art Music: Approaches and Evaluation

The tonic is a fundamental concept in Indian art music. It is the base pitch, which an artist chooses in order to construct the melodies during a rg(a) rendition, and all accompanying instruments are tuned using the tonic pitch. Consequently, tonic identification is a fundamental task for most computational analyses of Indian art music, such as intonation analysis, melodic motif analysis and rg recognition. In this paper we review existing approaches for tonic identification in Indian art music and evaluate them on six diverse datasets for a thorough comparison and analysis. We study the performance of each method in different contexts such as the presence/absence of additional metadata, the quality of audio data, the duration of audio data, music tradition (Hindustani/Carnatic) and the gender of the singer (male/female). We show that the approaches that combine multi-pitch analysis with machine learning provide the best performance in most cases (90% identification accuracy on average), and are robust across the aforementioned contexts compared to the approaches based on expert knowledge. In addition, we also show that the performance of the latter can be improved when additional metadata is available to further constrain the problem. Finally, we present a detailed error analysis of each method, providing further insights into the advantages and limitations of the methods.

Metallic Nanoparticles Arranged in a Helical Geometry: Route Towards Strong and Broadband Chiro-optical Response

Recent advances in nanotechnology have paved ways to various techniques for designing and fabricating novel nanostructures incorporating noble metal nanoparticles, for a wide range of applications. The interaction of light with metal nanoparticles (NPs) can generate strongly localized electromagnetic fields (Localized Surface Plasmon Resonance, LSPR) at certain wavelengths of the incident beam. In assemblies or structures where the nanoparticles are placed in close proximity, the plasmons of individual metallic NPs can be strongly coupled to each other via Coulomb interactions. By arranging the metallic NPs in a chiral (e.g. helical) geometry, it is possible to induce collective excitations, which lead to differential optical response of the structures to right-and left circularly polarized light (e.g. Circular Dichroism - CD). Earlier reports in this field include novel techniques of synthesizing metallic nanoparticles on biological helical templates made from DNA, proteins etc. In the present work, we have developed new ways of fabricating chiral complexes made of metallic NPs, which demonstrate a very strong chiro-optical response in the visible region of the electromagnetic spectrum. Using DDA (Discrete Dipole Approximation) simulations, we theoretically studied the conditions responsible for large and broadband chiro-optical response. This system may be used for various applications, for example those related to polarization control of visible light, sensing of proteins and other chiral bio-molecules, and many more.

MULTI-INSTRUMENT DETECTION IN POLYPHONIC MUSIC USING GAUSSIAN MIXTURE BASED FACTORIAL HMM

We formulate the problem of detecting the constituent instruments in a polyphonic music piece as a joint decoding problem. From monophonic data, parametric Gaussian Mixture Hidden Markov Models (GM-HMM) are obtained for each instrument. We propose a method to use the above models in a factorial framework, termed as Factorial GM-HMM (F-GM-HMM). The states are jointly inferred to explain the evolution of each instrument in the mixture observation sequence. The dependencies are decoupled using variational inference technique. We show that the joint time evolution of all instruments' states can be captured using F-GM-HMM. We compare performance of proposed method with that of Student's-t mixture model (tMM) and GM-HMM in an existing latent variable framework. Experiments on two to five polyphony with 8 instrument models trained on the RWC dataset, tested on RWC and TRIOS datasets show that F-GM-HMM gives an advantage over the other considered models in segments containing co-occurring instruments.

Music-Theoretic Estimation of Chords and Keys from Audio

This paper proposes a new method for local key and chord estimation from audio signals. This method relies primarily on principles from music theory, and does not require any training on a corpus of labelled audio files. A harmonic content of the musical piece is first extracted by computing a set of chroma vectors. A set of chord/key pairs is selected for every frame by correlation with fixed chord and key templates. An acyclic harmonic graph is constructed with these pairs as vertices, using a musical distance to weigh its edges. Finally, the sequences of chords and keys are obtained by finding the best path in the graph using dynamic programming. The proposed method allows a mutual chord and key estimation. It is evaluated on a corpus composed of Beatles songs for both the local key estimation and chord recognition tasks, as well as a larger corpus composed of songs taken from the Billboard dataset.

Influence of music on the growth of koi carp, Cyprinus carpio (Pisces: Cyprindae)

An experiment was carried out to investigate the influence of music on the growth of Koi Carp (Cyprinus carpio) by subjecting the fish to music. Weekly growth in weight was recorded and used to calculate the growth rate and specific growth rate. The difference in growth between the control and experiment groups of fishes was statistically tested for significance. It was observed that the growth of fish subjected to music was significantly higher.

Produção literária: tecer o imaginário, espaço preenchido da margem

O objetivo deste estudo é analisar como a prática da produção literária interfere, positivamente, na trajetória de indivíduos que se encontram em situação de vulnerabilidade social. A investigação deu-se no Centro Cultural Cartola, situado na comunidade da Mangueira na cidade do Rio de Janeiro, espaço que favorece a experiência individual e social de crianças e jovens por meio de ferramentas pedagógico-culturais: dança, orquestra de violinos, música, capoeira, judô, balé, oficinas literárias de leituras e de composições de texto, que possibilitam a criação de valores culturais da comunidade e dos indivíduos pelo processo de identificação. A oficina Produção Literária: Tecer o Imaginário teve início em maio de 2011, com propostas de estímulo à criação e à leitura de textos ficcionais, possibilitando que a narrativa como um vetor de (re)construção do sujeito e do coletivo, sob o ponto de vista ético e estético. A fase investigativa constou de oficinas de literatura apresentadas de duas formas: Leitura e escrita em grupos pequenos - ou individuais. O trabalho de campo da nossa pesquisa qualitativo-participativa requereu que fizéssemos um recorte espacial de nossa experiência, para que à partir dai pudéssemos inserir o recorte teórico que fosse factível ao nosso objeto de investigação. Importava a dinâmica da ação dos atores sociais. A pesquisa, estruturada sobre a ação, revelou-se detentora de inúmeras possibilidades onde o imaginário se apresenta. A interação por meio de falas que estimulam a imaginação e a reflexão exerce influência no grupo e no indivíduo na construção de si e de seu mundo. Como o objetivo da pesquisa não se adequava somente à prática oral, de contar e ouvir estórias, mas de estimular os atores à inventar e escrevê-las percebemos que este modo prevaleceu. Por exigência de que a criança dominasse de alguma forma essa modalidade, sobretudo porque o ato de escrever validava as histórias inventadas por elas e as dispostas por outras pessoas nos livros. Visto que oralidade pode dispersar a entrada da criança em seu mundo imaginário, tendo importância maior para crianças muito pequenas que não entraram ainda no mundo da linguagem. A maneira que conduzíamos a pesquisa era sempre no sentido de estimular o imaginário, capturando-o, e a partir disso inseri-lo no mundo da linguagem, da simbolização. Para Minayo (1992), O método é o próprio processo do desenvolvimento das coisas.... Nesse sentido, surgia, daquela prática, um texto/sujeito, cujas palavras eram um tronco donde se espalhavam uma infinidade de ideias criativas. O resultado da investigação constatou que a criação ficcional, estimula e desenvolve o imaginário e as representações simbólicas empobrecidas. Evidenciando o quanto é gratificante e prazeroso para crianças e jovens suas participações em atividade que fazem do campo educativo e terapêutico um campo de aventura. Observar o efeito reparador da literatura no individuo, e de consolo nos momentos de lutos e de crises de toda ordem foi evidente em situação fronteiriça, pelo uso do mundo interno dessa potente ferramenta psicopedagogica como fortalecimento psicoemocional

Differential cognitive responses to guqin music and piano music in Chinese subjects: an event-related potential study

目的 研究古琴(一种古老的中国乐器)和钢琴音乐对认知的影响.方法 记录和分析了中国被试在两种音乐背景(古琴音乐,钢琴音乐)下完成听觉oddball任务的行为和事件相关电位(event-related potential,ERP)数据.结果 中国被试在本土文化的音乐环境(古琴音乐)下,前额区诱导出更大的P300,这一结果和已有的相关研究是相符的.同时,不同音乐背景对ERP产生的影响在N1和LPC(包括P300和P500)上也表现出差别:中国被试在古琴音乐背景下比钢琴音乐背景下表现出更多的右前侧颞叶的参与.结论 因为古琴音乐的五声调式和汉语发音的音调具有对应关系,因此我们推断在古琴音乐下所表现出的这种特性与被试的汉语环境有关.