We present a test of a revised version of the Second Language Linguistic Perception (L2LP) model, a computational model of the acquisition of second language (L2) speech perception and recognition. The model draws on phonetic, phonological and psycholinguistic constructs to explain a number of L2 learning scenarios. However, a recent computational implementation failed to validate a theoretical proposal for a learning scenario where the L2 has less phonemic categories than the native language (L1) along a given acoustic continuum. According (...) to the L2LP, learners faced with this learning scenario must not only shift their old L1 phoneme boundaries but also reduce the number of categories employed in perception. Our proposed revision to L2LP successfully accounts for this updating in the number of perceptual categories as a process driven by the meaning of lexical items, rather than by the learners’ awareness of the number and type of phonemes that are relevant in their new language, as the previous version of L2LP assumed. Results of our simulations show that meaning-driven learning correctly predicts the developmental path of L2 phoneme perception seen in empirical studies. Additionally, and to contribute to a long-standing debate in psycholinguistics, we test two versions of the model, with the stages of phonemic perception and lexical recognition being either sequential or interactive. Both versions succeed in learning to recognize minimal pairs in the new L2, but make diverging predictions on learners' resulting phonological representations. In sum, the proposed revision to the L2LP model contributes to our understanding of L2 acquisition, with implications for speech processing in general. (shrink)

English grammar error correction algorithm refers to the use of computer programming technology to automatically recognize and correct the grammar errors contained in English text written by nonnative language learners. Classification model is the core of machine learning and data mining, which can be applied to extracting information from English text data and constructing a reliable grammar correction method. On the basis of summarizing and analyzing previous research works, this paper expounded the research status and significance of English grammar (...) error correction algorithm, elaborated the development background, current status, and future challenges of the classification model, introduced the methods and principles of feature extraction method and dynamic residual structure, constructed a basic model for English grammar error correction based on the classification model, analyzed the classification model and translation model of English grammar error correction, proposed the English grammar error correction algorithm based on the classification model, performed the analyses of the model architecture and model optimizer of the grammar error correction algorithm, and finally conducted a simulation experiment and its result analysis. The study results show that, with the continuous increase of training samples and the continuous progress of learning process, the proposed English grammar error correction algorithm based on the classification model will continue to increase its classification accuracy, further refine its recognition rules, and gradually improve correction efficiency, thereby reducing processing time, saving storage space, and streamlining processing flow. The study results of this paper provide a certain reference for the further research on English grammar error correction algorithm based on the classification model. (shrink)

Oral English, as a language tool, is not only an important part of English learning but also an essential part. For nonnative English learners, effective and meaningful voice feedback is very important. At present, most of the traditional recognition and error correction systems for oral English training are still in the theoretical stage. At the same time, the corresponding high-end experimental prototype also has the disadvantages of large and complex system. In the speech recognition technology, the traditional (...) speech recognition technology is not perfect in recognition ability and recognition accuracy, and it relies too much on the recognition of speech content, which is easily affected by the noise environment. Based on this, this paper will develop and design a spoken English assistant pronunciation training system based on Android smartphone platform. Based on the in-depth study and analysis of spoken English speech correction algorithm and speech feedback mechanism, this paper proposes a lip motion judgment algorithm based on ultrasonic detection, which is used to assist the traditional speech recognition algorithm in double feedback judgment. In the feedback mechanism of intelligent speech training, a double benchmark scoring mechanism is introduced to comprehensively evaluate the speech of the speech trainer and correct the speaker’s speech in time. The experimental results show that the speech accuracy of the system reaches 85%, which improves the level of oral English trainers to a certain extent. (shrink)

This book is the first comprehensive study of Rousseau's rich and complex theory of the type of self-love (amour proper) that, for him, marks the central difference between humans and the beasts. Amour proper is the passion that drives human individuals to seek the esteem, approval, admiration, or love--the recognition--of their fellow beings. Neuhouser reconstructs Rousseau's understanding of what the drive for recognition is, why it is so problematic, and how its presence opens up far-reaching developmental possibilities for (...) creatures that possess it. One of Rousseau's central theses is that amour proper in its corrupted, manifestations--pride or vanity--is the principal source of an array of evils so widespread that they can easily appear to be necessary features of the human condition: enslavement, conflict, vice, misery, and self-estrangement. Yet Rousseau also argues that solving these problems depends not on suppressing or overcoming the drive for recognition but on cultivating it so that it contributes positively to the achievement of freedom, peace, virtue, happiness, and unalienated selfhood. Indeed, Rousseau goes so far as to claim that, despite its many dangers, the need for recognition is a condition of nearly everything that makes human life valuable and that elevates it above mere animal existence: rationality, morality, freedom--subjectivity itself--would be impossible for humans if it were not for amour proper and the relations to others it impels us to establish. (shrink)

Moralism is an often-cited feature of populist politics; yet, as a concept, it remains under-theorised in current literature. This paper posits that to understand the threat that populism poses to democracy, it is necessary to develop this key feature of populism. Essential to discerning what moralism is is the difference between moralism, or moralistic blame, and moral criticism. While moral criticism is a restrained and thoughtful method of holding persons accountable for their actions, moralism amounts to a distinctly punitive form (...) of exclusion: it seeks to undermine the equal moral status of the target of criticism. As a key feature of populism, then, moralism enables a political actor to solidify a conception of the ‘morally-pure‘ while normalising hate and disrespect for particular persons and groups in society. Populism – shaped by the features of anti-pluralism and moralism – therefore presents a clear threat to democracy, especially if we consider pluralism and recognition-respect as two basic principles underpinning democracy itself. (shrink)

How do newborns learn to recognize objects? According to temporal learning models in computational neuroscience, the brain constructs object representations by extracting smoothly changing features from the environment. To date, however, it is unknown whether newborns depend on smoothly changing features to build invariant object representations. Here, we used an automated controlled-rearing method to examine whether visual experience with smoothly changing features facilitates the development of view-invariant object recognition in a newborn animal model—the domestic chick. When newborn chicks were (...) reared with a virtual object that moved smoothly over time, the chicks created view-invariant representations that were selective for object identity and tolerant to viewpoint changes. Conversely, when newborn chicks were reared with a temporally non-smooth object, the chicks developed less selectivity for identity features and less tolerance to viewpoint changes. These results provide evidence for a “smoothness constraint” on the development of invariant object recognition and indicate that newborns leverage the temporal smoothness of natural visual environments to build abstract mental models of objects. (shrink)

The aim of our study is to single out a possible path towards the recognition culture in a world strained by deep social cleavages and by a strong conflict among values. In this context, we consider that a recognition culture is possible only by activating the comprehensive being that each of us, humans, is. The study attempts to answer the desideratum of the recognition culture by developing a model of the political founded on the correlation of certain (...) aspects of the human and of the political. The identification of the hypostases of the political and the human and the correlations between them help us understand one of the specific anthropo-political mechanisms that may allow us to reach the recognition culture that is based on accepting the other and assuming one’s own fallibility. This is what we define as the anthropological model of the comprehensive political. (shrink)

An historical review of the concepts of self-consciousness is presented, highlighting the important role of the body (particularly, body perception but also body action) and the social other in the construction of self-consciousness. More precisely, body perception, especially intermodal sensory perception including kinesthetic perception, is involved in the construction of a sense of self allowing self-nonself differentiation. Furthermore, the social other, through very early social and emotional interactions, provides meaning to the infant’s perception and contributes to the development of his/her (...) symbolization capacities. This is a necessary condition for body image representation and awareness of a permanent self in a time-space continuum (invariant over time and space). Self-image recognition impairments in the mirror are also discussed regarding a comprehensive developmental theory of self-consciousness. Then, a neuropsychological and neurophysiological approach to self-consciousness reviews the role of complex brain activation/integration pathways and the mirror neuron system in self-consciousness. Finally, this article offers new perspectives on self-consciousness evaluation using the mirror as an experimental paradigm to study self- and other- image and body recognition. (shrink)

ABSTRACT People who are paid to provide basic care for others are frequently undervalued, exploited and expected to reach often unrealistic standards of care. I argue that appropriate social recognition, support and fair pay for people who provide care for those who are disabled, frail and aged, or suffering ill health that impedes their capacity to negotiate daily activities without support, depends on a reconsideration of the paradigm of the citizen or and moral agent. I argue that by drawing (...) on the ideas of human vulnerability and dependency as central to our personhood, a more realistic conception of selves, citizens and persons can be developed that better recognises the inevitability of human dependency and the social value of care work. I also indicate the significance of this vulnerability‐focussed view for ethical evaluation of the emotional aspects of care relationships. (shrink)

This paper is an attempt to present disclosive ethics as a framework for computer and information ethics – in line with the suggestions by Brey, but also in quite a different manner. The potential of such an approach is demonstrated through a disclosive analysis of facial recognition systems. The paper argues that the politics of information technology is a particularly powerful politics since information technology is an opaque technology – i.e. relatively closed to scrutiny. It presents the design of (...) technology as a process of closure in which design and use decisions become black-boxed and progressively enclosed in increasingly complex socio-technical networks. It further argues for a disclosive ethics that aims to disclose the nondisclosure of politics by claiming a place for ethics in every actual operation of power – as manifested in actual design and use decisions and practices. It also proposes that disclosive ethics would aim to trace and disclose the intentional and emerging enclosure of politics from the very minute technical detail through to social practices and complex social-technical networks. The paper then proceeds to do a disclosive analysis of facial recognition systems. This analysis discloses that seemingly trivial biases in recognition rates of FRSs can emerge as very significant political acts when these systems become used in practice. (shrink)

This research project seeks to discover whether certain characteristics of a moral issue facilitate individuals’ abilities to detect violators of a conditional rule. In business, conditional rules are often framed in terms of a social contract between employer and employee. Of significant concern to business ethicists is the fact that these social contracts are frequently breached. Some researchers in the field of evolutionary psychology argue that there is a biological basis to social contract formation and dissolution in business. However, although (...) it is inescapable that biological forces shaped a fixed neural structure that guides and limits humans’ abilities, we argue that characteristics of the situation in which the person finds himself or herself moderate the activation of these neural circuits in ordinary business social contract situations. Specifically, the moral intensity associated with the social contract conditional rule is likely to influence peoples’ abilities to detect violators of the rule. This study utilizes adapted versions of the Wason selection task and manipulates the issue-contingent moral intensity characteristics of magnitude of consequences, proximity, and social consensus to assess if moral intensity facilitates detection of rule violators. Results from this empirical study indicate no relationship between moral intensity characteristics and issue recognition but do provide insights into the evolutionary psychology approach. (shrink)

The aim of this article is to present a renewed reading of ethical-normative debates on recognition of cultural differences, by interrogating the initiatives that have constituted the international minority rights framework. The article is divided into three sections: 1. The first section approaches an introductory definition of minority rights. 2. The second section presents the philosophical reading of Charles Taylor on minority rights, within the ethical framework of his communitarian conception of freedom and individual development. 3. The third section (...) presents the philosophical reading of Bhabha on minority rights, within the ethical framework of his humanistic critique to the political construction of cultural differences. (shrink)

I will argue that the rule of recognition, as it has been conceived by Hart, is either a redundant, and hence mostly useless, concept, or a concept with limited explanatory potential —in either case, at best a concept whose scope is, in contemporary legal systems, much narrower than Hart envis- aged. I will also argue that the rule of recognition, in one of its possible (and plausible) reformulations, can nevertheless play a significant, non-redundant role, but only if employed (...) in a rather different way than the one proposed by Hart, as well as by much of post-Hartian positivist literatureResumen:En este artículo se argumenta que la regla de reconocimiento, tal como fuera concebida por Hart, es o bien un concepto redundante —y en consecuencia inútil— o un concepto limitado en su poder explicativo. En cualquier caso, se trata de un concepto cuyo alcance es, frente a los sistemas jurídicos contemporáneos, mucho más estrecho de lo que Hart pudo imaginar. De igual modo se argumenta que la regla de reconocimiento, en alguna de sus posibles (y plausibles) reformulaciones, puede tener a pesar de todo un papel significativo y no redundante, pero solamente si se emplea en un sentido radicalmente distinto al que propuso Hart o que se propone en buena parte de la literatura positivista posthartiana. (shrink)

Frequency effects are pervasive in studies of language, with higher frequency words being recognized faster than lower frequency words. However, the exact nature of frequency effects has recently been questioned, with some studies finding that contextual information provides a better fit to lexical decision and naming data than word frequency ( Adelman et al., 2006 ). Recent work has cemented the importance of these results by demonstrating that a measure of the semantic diversity of the contexts that a word occurs (...) in provides a powerful measure to account for variability in word recognition latency ( Johns et al., 2012, 2015 ; Jones et al., 2012 ). The goal of the current study is to extend this measure to examine bilingualism and aging, where multiple theories use frequency of occurrence of linguistic constructs as central to accounting for empirical results ( Gollan et al., 2008 ; Ramscar et al., 2014 ). A lexical decision experiment was conducted with four groups of subjects: younger and older monolinguals and bilinguals. Consistent with past results, a semantic diversity variable accounted for the greatest amount of variance in the latency data. In addition, the pattern of fits of semantic diversity across multiple corpora suggests that bilinguals and older adults are more sensitive to semantic diversity information than younger monolinguals. (shrink)

Emotions are multimodal processes that play a crucial role in our everyday lives. Recognizing emotions is becoming more critical in a wide range of application domains such as healthcare, education, human-computer interaction, Virtual Reality, intelligent agents, entertainment, and more. Facial macro-expressions or intense facial expressions are the most common modalities in recognizing emotional states. However, since facial expressions can be voluntarily controlled, they may not accurately represent emotional states. Earlier studies have shown that facial micro-expressions are more reliable than facial (...) macro-expressions for revealing emotions. They are subtle, involuntary movements responding to external stimuli that cannot be controlled. This paper proposes using facial micro-expressions combined with brain and physiological signals to more reliably detect underlying emotions. We describe our models for measuring arousal and valence levels from a combination of facial micro-expressions, Electroencephalography (EEG) signals, galvanic skin responses (GSR), and Photoplethysmography (PPG) signals. We then evaluate our model using the DEAP dataset and our own dataset based on a subject-independent approach. Lastly, we discuss our results, the limitations of our work, and how these limitations could be overcome. We also discuss future directions for using facial micro-expressions and physiological signals in emotion recognition. (shrink)

The existence of the Language Familiarity Effect (LFE), where talkers of a familiar language are easier to identify than talkers of an unfamiliar language, is well‐documented and uncontroversial. However, a closely related phenomenon known as the Other Accent Effect (OAE), where accented talkers are more difficult to recognize, is less well understood. There are several possible explanations for why the OAE exists, but to date, little data exist to adjudicate differences between them. Here, we begin to address this issue by (...) directly comparing listeners’ recognition of talkers who speak in different types of accents, and by examining both the LFE and OAE in the same set of listeners. Specifically, Canadian English listeners were tested on their ability to recognize talkers within four types of voice line‐ups: Canadian English talkers, Australian English talkers, Mandarin‐accented English talkers, and Mandarin talkers. We predicted that the OAE would be present for talkers of Mandarin‐accented English but not for talkers of Australian English—which is precisely what we observed. We also observed a disconnect between listeners’ confidence and performance across different types of accents; that is, listeners performed equally poorly with Mandarin and Mandarin‐accented talkers, but they were more confident with their performance with the latter group of talkers. The present findings set the stage for further investigation into the nature of the OAE by exploring a range of potential explanations for the effect, and introducing important implications for forensic scientists’ evaluation of ear witness testimony. (shrink)

When reading, orthographic information is extracted not only from the word the reader is looking at, but also from adjacent words in the parafovea. Here we examined, using the recently introduced OB1‐reader computational model, how orthographic information can be processed in parallel across multiple words and how orthographic information can be integrated across time and space. Although OB1‐reader is a model of text reading, here we used it to simulate single‐word recognition experiments in which parallel processing has been shown (...) to play a role by manipulating the surrounding context in flanker and priming paradigms. In flanker paradigms, observers recognize a central word flanked by other letter strings located left and right of the target and separated from the target by a space. The model successfully accounts for the finding that such flankers can aid word recognition when they contain bigrams of the target word, independent of where those flankers are in the visual field. In priming experiments, in which the target word is preceded by a masked prime, the model accounts for the finding that priming occurs independent of whether the prime and target word are in the same location or not. Crucial to these successes is the key role that spatial attention plays within OB1‐reader, as it allows the model to receive visual input from multiple locations in parallel, while limiting the kinds of errors that can potentially occur under such spatial pooling of orthographic information. (shrink)

The aim of our experiment was to analyse the effect of the emotional valence (positive, negative, or neutral) on true and false recognition, matching the arousal, frequency, concreteness, and associative strength of the study and recognition words. Fifty younger adults and 46 healthy older adults performed three study tasks (with words of different valence: positive, negative, neutral) and their corresponding recognition tests. Two weeks later, they performed the three recognition tests again. The results show that words (...) with a negative valence produced less true recognition and less false recognition than words with a positive or neutral valence, in both younger and older adults, on the immediate recognition test. This pattern of results was also found in the younger adults on the delayed recognition test, whereas in the older participants, these differences disappeared. Thus, when arousal is controlled, both younger and older adults tend to recognise negative information worse than positive or neutral information, but they also commit fewer errors. Results would suggest that the greater arousal commonly associated with negative stimuli, rather than their own valence, could explain some of the contradictory results found in the literature. (shrink)

This study offers a new interpretation of Hegelian recognition – a central tenet of German Idealism – focusing on positive ethical behaviours, such as love and forgiveness. Building on the work of Simone de Beauvoir and Jean-Paul Sartre, Disley reassesses Hegel’s approach to the subject/object dialectic and explores the previously neglected theological dimensions of his writings. Her new interpretation offers an innovative reading of Hegel’s stance on the relationship between intersubjectivity, forgiveness and repentance in his social theory.0.

Explaining what made ancient Greek law unusual, Michael Gagarin observes that most premodern legal cultures “wrote extensive sets of laws for academic purposes or propaganda but these were not intended to be accessible to most members of the community and had relatively little effect on the actual operation of the legal system.” This article addresses the implications of writing for customary or regional law in South and Southeast Asia. The textual tradition of Dharmaśāstra, which canonizes a particular model of Brahmin (...) customary norms, can certainly be called a “scholarly” exercise, and it was also intended as propaganda for the Brahmanical cosmopolitan world order. But it also formulated a procedural principle to recognize the general validity of other, even divergent, customary norms, though for the most part such rules remained lex non scripta. On the other hand, inscriptions provide evidence that writing was used for diverse legal purposes and offers glimpses of actual legal practice. In these records, customary laws are sometimes laid down as statutes by decree of a ruler or community body, or are simply invoked as long-established customary rules. But even when Dharmaśāstra texts are not directly cited, their influence over the longue durée is discernable in the persistence of śāstric legal categories and terms of art. This influence is even more evident in Java, where legal codes on the Dharmaśāstra model were composed in Javanese, and where the inscriptions came to exhibit a closer connection with śāstric discourse than is found in India. (shrink)

Just as humans can draw conclusions responsibly or irresponsibly, so too can computers. Machine learning systems that have been trained on data sets that include irresponsible judgments are likely to yield irresponsible predictions as outputs. In this paper I focus on a particular kind of inference a computer system might make: identification of the intentions with which a person acted on the basis of photographic evidence. Such inferences are liable to be morally objectionable, because of a way in which they (...) are presumptuous. After elaborating this moral concern, I explore the possibility that carefully procuring the training data for image recognition systems could ensure that the systems avoid the problem. The lesson of this paper extends beyond just the particular case of image recognition systems and the challenge of responsibly identifying a person’s intentions. Reflection on this particular case demonstrates the importance (as well as the difficulty) of evaluating machine learning systems and their training data from the standpoint of moral considerations that are not encompassed by ordinary assessments of predictive accuracy. (shrink)

인공지능(artificial intelligence) 로봇과 관련된 과학 기술의 비약적 발전으로 인해, 이들 존재의 현실화가 예견되면서 인격(person) 논의의 필요성이 부각되고 있다. 왜냐하면, 앞으로 이들과 인간과의 사회적 관계가 전개되는 과정에서 제기될 수 있는 법적 또는 도덕적 차원의 문제들에 규범적으로 대응할 수 있는 이론의 가장 기초적인 논의가 인격 개념이기 때문이다. 따라서 본 논문은 인공지능 시대에 적합한 인격 개념을 모색하고자 한다. 전통적인 인격 개념에 대한 기존 해석은, 해당 존재가 합리성이나 쾌고 감수 능력(sentiment)과 같은 특정한 내재적 속성을 보유했는가와 관련되는데, 이러한 기존의 인격 논의는 인간종내에서도 식물인간과 같은 가장자리 (...) 상황(marginal cases) 인간을 어떻게 대우해야 할지에 대해 분명한 입장을 제시하지 못할 뿐만 아니라, 자연종인 동물을 배제할 때 제기되는 종차별주의(speciesism) 비판에 취약하다. 더욱이 이러한 기존의 인격 개념은 자연종에 토대를 두고 있어, 인공지능 로봇과 같은 인공종을 고려 대상에서 처음부터 배제한다는 문제가 있다. 본 논문은 인공지능 시대에 적합한 인격 개념은 인정(recognition)에 토대를 둔 논의라고 주장하고 인정에 근거한 모델을 제시한다. 인정에 근거한 인격 개념 모델은 전통적인 인격 개념의 정의를 유지하면서도 내재적 속성 해석이 갖는 한계를 극복할 수 있을 뿐만 아니라, 인정의 범위에 대한 확장 가능성, 인정 논의 세분화를 통한 인격 개념의 분화 설명, 효과적인 규범적 판단 기준 제시 등의 장점이 있다. (shrink)

This article analyzes different pathologies of social affirmation and examines the grounds of social recognition from the point of view of the concept of expression. The red thread of the text is provided by Tove Jansson’s fictional works, and the focus will be on three cases in particular. The article sets out from the phenomenological distinction between the sensible expression, on the one hand, and the expressed content, on the other. By focusing on the three cases, the article distinguishes (...) and analyses the fundamental structures of communal life and explicates different ways in which social affirmation can be one-sided or distorted. (shrink)

This study examined the time-course of context effects on spoken word recognition during Chinese sentence processing. We recruited 60 native Mandarin listeners to participate in an eye-tracking experiment. In this eye-tracking experiment, listeners were told to listen to a sentence carefully, which ended with a Chinese homophone, and look at different visual probes presented concurrently on the computer screen naturally. Different types of context and probe types were manipulated in the experiment. The results showed that preceding sentence context had (...) an early effect on spoken word recognition processes and phonological information of the distracters had only a negligible effect on the spoken word recognition processes. Finally, the patterns of eye-tracking results seemed to favor an interactive approach in spoken word recognition. (shrink)

This paper endeavours to move Axel Honneth's recognition-theoretic reconstruction of psychoanalysis beyond its existing focus on the perspective of Winnicott. To this end, it places Honneth into conversation with several non-Winnicottian approaches to the phenomena of insecure attachment and narcissistic vulnerability: the attachment theory of John Bowlby and Mary Ainsworth, the self psychological perspective of Heinz Kohut, and a more recent intersubjectivist psychoanalytic paradigm set forth by Robert Stolorow, George Atwood, Bernard Brandchaft, and Donna Orange. Similar to Honneth, these (...) authors seek to lay bare the maladaptive genetic circumstances under which the psyche becomes alienated from its capacity for self-realization and its ability to engage in healthful intersubjective endeavours. However, with respect to our primary affective relationships, their accounts of pathogenesis depart from Honneth's, focusing not just on overt physical abuse and negligence, but also on other, seemingly more mund.. (shrink)

This article examines the temporal politics of the 2017 California Gender Recognition Act (CGRA). The author first offers a brief history of the dominant temporal requirements for “gender recognition” in prior legislation around sex/gender markers on identity documents in the United States and United Kingdom, focusing on how this legislation places temporal boundaries around legitimate gender identity. Then, turning directly to the CGRA, the author asks to what extent the act's emphasis on self-identification revises or intervenes in these (...) prior conceptualizations of time and identity by the state administration of sex/gender systems. The article closes with an exploration of the temporality of identity documentation itself, speculating about how this legislation might be placed more directly into conversation with the role of time in colonial and racial state building. (shrink)

The need for justice for individuals, groups, and society as a whole has perhaps never been more pressing. The presence or absence of social recognition plays a vital role in both social injustices and efforts to overcome and prevent them. Critical theory philosopher Axel Honneth’s influential accounts of recognition and struggles for recognition contain important insights about injustice and social justice movements. Unfortunately, some of Honneth’s concepts are narrow and need expansion for them to be useful in (...) considering social injustices and responses to those injustices. This is especially true if we are to understand and respond to current social justice issues such as Black Lives Matter and the climate crisis. -/- Douglas Giles presents an important corrective and addition to Axel Honneth’s view of recognition that gives the concepts of recognition, misrecognition, and struggles for recognition more explanatory power. He first critiques Honneth’s portrayal of misrecognition as being a simple lack of recognition and provides an alternative view of misrecognition as complex and multidimensional, helping us better understand the causes and effects of injustices. He then engages in a critical examination of Honneth’s account of struggles for recognition—the emancipation from injustice. The American civil rights movement and women’s suffrage movements are archetypal political struggles for recognition, but Honneth, like Charles Taylor and others, sees struggles for recognition only as political struggles, leaving out much of the story of struggles for recognition. In response, Giles presents a more robust picture of struggles for recognition that decentralizes struggles for recognition by including individual experience and agency. -/- This contribution to recognition studies expands the reality of recognition and misrecognition beyond theoretical concepts into the daily lives of individuals. Recognition is essential for affirming one’s identity and one’s place in community and society. Misrecognition is at the heart of many injustices from interpersonal relations to structural socioeconomic inequalities. Struggles for recognition are ubiquitous for everyone because people’s need for recognition extends far beyond political recognition. Giles crafts a view of recognition and misrecognition that identifies some important problems in critical theory’s approach to social justice and offers new conceptualizations to assist future research in various fields of critical social theories. (shrink)

In speaker recognition systems, feature extraction is a challenging task under environment noise conditions. To improve the robustness of the feature, we proposed a multiscale chaotic feature for speaker recognition. We use a multiresolution analysis technique to capture more finer information on different speakers in the frequency domain. Then, we extracted the speech chaotic characteristics based on the nonlinear dynamic model, which helps to improve the discrimination of features. Finally, we use a GMM-UBM model to develop a speaker (...) recognition system. Our experimental results verified its good performance. Under clean speech and noise speech conditions, the ERR value of our method is reduced by 13.94% and 26.5% compared with the state-of-the-art method, respectively. (shrink)

In this essay I offer a qualified defence of Axel Honneth's recognition-theoretical critique of reification. This defence begins by engaging with a cross-section of the recent critical responses to Honneth's theory. In response to these criticisms I develop a reading of the recognition-theoretical critique of reification which illuminates both the intentional structure and pre-ethical nature of affective recognition whilst also reconstructing the existential contours of reification, understood as the “forgetfulness of recognition.” The paper concludes by taking (...) the problem of “forgetfulness” in a novel direction by drawing on the theory of double reflection expounded by Kierkegaard's pseudonymous author Johannes Climacus in the Concluding Unscientific Postscript. In this final discussion I argue that the recognition-theoretical application of the theory of double reflection provides a conceptual model which allows one to think through the social, cultural and political mediations which inhibit, or wholly.. (shrink)

We present a pocket-size densely connected convolutional network (DenseNet) directed to classification of size-normalized colour images according to varieties of grapes captured in those images. We compare the DenseNet with three established small-size networks in terms of performance, inference time and model size. We propose a data augmentation that we use in training the networks. We train and evaluate the networks on in-field images. The trained networks distinguish between seven grapevine varieties and background, where four and three varieties, respectively, are (...) of red and green grapes. Compared to the established networks, the DenseNet is characterized by near state-of-the-art performance, short inference time and minimal model size. All these aspects qualify the network for real-time, mobile and edge computing applications. The DenseNet opens possibilities for constructing affordable selective harvesters in accordance with agriculture 4.0. (shrink)

Contemporary philosophy of recognition represents probably the most prominent direction that presently claims to introduce an updated version of classical German idealism into ongoing debates, including the debate on the nature of sociality. In particular, studies of Axel Honneth offer triggering contributions in Frankfurt School fashion while at the same time rejuvenating Hegel’s philosophy in terms of a philosophy of recognition. According to Honneth, this attempt at a rejuvenation also involves substantial modification of Hegelian doctrines. It is shown (...) that Honneth underestimates the implications of Hegel’s thoughts about the theme, method and systematic form of philosophy. As a consequence, Honneth’s social philosophy is, on the one hand, in need of a plausible foundation. This leads, on the other hand, to a different construction of the social within philosophy than Honneth offers. (shrink)