Speech recognition technology has played an indispensable role in realizing human-computer intelligent interaction. However, most of the current Chinese speech recognition systems are provided online or offline models with low accuracy and poor performance. To improve the performance of offline Chinese speech recognition, we propose a hybrid acoustic model of deep convolutional neural network, long short-term memory, and deep neural network. This model utilizes DCNN to reduce frequency variation and adds a batch normalization layer after its convolutional layer to ensure (...) the stability of data distribution, and then use LSTM to effectively solve the gradient vanishing problem. Finally, the fully connected structure of DNN is utilized to efficiently map the input features into a separable space, which is helpful for data classification. Therefore, leveraging the strengths of DCNN, LSTM, and DNN by combining them into a unified architecture can effectively improve speech recognition performance. Our model was tested on the open Chinese speech database THCHS-30 released by the Center for Speech and Language Technology of Tsinghua University, and it was concluded that the DLD model with 3 layers of LSTM and 3 layers of DNN had the best performance, reaching 13.49% of words error rate. (shrink)

Mental toughness (MT) is a key psychological variable related to achievement in performance domains and perseverance in challenging circumstances. We sought to understand the lived experiences of mentally tough high-altitude mountaineers, focusing primarily upon decisions to persevere or abort summit attempts. Phenomenological interviews were conducted with 14 mountaineers including guides, expedition leaders, and doctors (Mage = 44 years). A content analysis was employed to identify key themes in the data. Participants emphasized the importance of MT in extreme environments and described (...) rational, flexible, and vigilant decision-making. Turning around without summiting was the toughest decision reported, with recognition of the thin line between persevering and overstretching. In contrast to much MT literature, mountaineers accepted limits, demonstrated restraint, and sacrificed personal goals to aid others. Costly perseverance was also reported with some mountaineers described as “too tough”: overcompetitive, goal-obsessed, and biased decision-makers. These findings revealed both benefits and dangers of MT in mountaineering. (shrink)

Female-biased parental investment is unusual but not unknown in human societies. Relevant explanatory models include Fisher’s principle, the Trivers-Willard model, local mate and resource competition and enhancement, and economic rational actor models. Possible evidence of female-biased parental investment includes sex ratios, mortality rates, parents’ stated preferences for offspring of one sex, and direct and indirect measurements of actual parental behavior. Possible examples of female-biased parental investment include the Mukogodo of Kenya, the Ifalukese of Micronesia, the Cheyenne of North America, the (...) Herero of southern Africa, the Kanjar of south Asia, the Mundugumor of New Guinea, contemporary North America, and historical Germany, Portugal, and the United States. (shrink)

Journal of Social Philosophy, EarlyView.

When the odds of achieving world peace seem so long, do hopes for peace amount to anything more than wishful thinking? In this paper, I introduce the idea of meaningful hope, which can help us to u...

Intelligent design, though unnecessary in the study of biological evolution, is essential to the study of cultural evolution. However, the intelligent designers in question are not deities or aliens but rather humans going about their lives. The role of intentionality in cultural evolution can be elucidated through the addition of signaling theory to the framework outlined in the target article. (Published Online November 9 2006).

In a society marked by liberal gun ownership laws, and an increasingly militarized police force, how should we think about cases where a homeowner shoots a person who has mistakenly knocked on the wrong door, or where a police officer shoots someone who is unarmed? The general tendency – by shooters, courts, and many observers – is to use the framework of self-defense. However, as I will argue, relying on the framework of self-defense is inappropriate in these cases, because theories (...) of self-defensive killing are built up around a very specific type of case, namely, a random, sudden, one-off encounter between roughly equally matched strangers. When a person who acts in self-defense has undertaken certain preparations to kill in self-defense – such as buying a gun, or undergoing certain kinds of training – they transform what would have been defensive violence into offensive violence. But because the self-defense framework distinguishes only between defensive and aggressive violence, it cannot easily register the unique moral features of offensive violence. Relying on the self-defense framework, then, produces judgments that are overly permissive of killings by gun owners and police, masking them as self-defensive when in fact they are much more morally fraught. (shrink)

It is widely believed that some wars are just, and that the paradigm case of a just war is a defensive war. A familiar strategy used to justify defensive war is to infer its permissibility from the case of self-defensive killing. I show, however, that the permission to defend oneself does not justify killing, but instead calls for nonviolent resistance. I conclude that on the account of self-defense I develop, the appropriate way to respond to a war of aggression is (...) not by prosecuting a defensive war, but by engaging in a form of nonviolence I call pacific resistance. (shrink)

Many Bayesians such as White and Silins have argued that Moorean reasoning is defective because it is a case where probabilistic support fails to transmit across the relevant entailment. In this paper, I argue against their claim. On the Bayesian argument, a skeptical hypothesis is that you are a brain in a vat that appears to have hands. To disclose the defect in Moorean reasoning, the Bayesian argument is supposed to show that its appearing to you as if you have (...) hands does not increase the probability of a non-skeptical hypothesis such that you are not a brain in a vat. But what their argument really shows is rather a trivial fact that acquiring theses handlike experiences eliminates the possibility of not having these experiences, and so your having these experiences lowers the probability of the disjunctive claim that you are not a brain in a vat or it does not appear as if you have hands. Along these lines, I argue that what the Bayesian proof establishes has nothing to do with the defect in Moorean reasoning. (shrink)

Malaysia had its first four patients with COVID-19 on 25 January 2020. In the same week, the World Health Organization declared it as a public health emergency of international concern. The pandemic has since challenged the ethics and practice of medicine. There is palpable tension from the conflict of interest between public health initiatives and individual’s rights. Ensuring equitable care and distribution of health resources for patients with and without COVID-19 is a recurring ethical challenge for clinicians. Palliative care aims (...) to mitigate suffering caused by a life-limiting illness, and this crisis has led to the awareness and urgency to ensure it reaches all who needs it. We share here the palliative care perspectives and ethical challenges during the COVID-19 pandemic in Malaysia. (shrink)

To better understand risk management and mutual aid among American ranchers, we interviewed and mailed a survey to ranchers in Hidalgo County, New Mexico, and Cochise County, Arizona, focusing on two questions: When do ranchers expect repayment for the help they provide others? What determines ranchers’ degrees of involvement in networks of mutual aid, which they refer to as “neighboring”? When needs arise due to unpredictable events, such as injuries, most ranchers reported not expecting to be paid back for the (...) help they provide. When help is provided for something that follows a known schedule or that can be scheduled, such as branding, most ranchers did expect something in return for the help they provide. This pattern makes sense in light of computational modeling that shows that transfers to those in need without expectations of repayment pool risk more effectively than transfers that create debt. Ranchers reported helping other ranchers more often when they belonged to more religious and civic organizations, when they owned larger ranches, when they relied less on ranch vs. other income, and when they had more relatives in the area. Operators of midsize ranches reported helping other ranchers more frequently than did those on smaller and larger ranches. None of our independent variables predicted how many times ranchers reported receiving help from other ranchers. Although ranch culture in the American West is often characterized by an ethic of individualism and independence, our study suggests that this ethic stands alongside an ethic of mutual aid during times of need. (shrink)

Singapore, a highly affluent island city-state located in Southeast Asia, has increasingly leveraged new assisted reproductive technologies (ART) to overcome its dismal fertility rates in recent years. A new frontier in ART is preimplantation genetic testing (PGT) for polygenic risk scores (PRS) to predict complex multifactorial traits in IVF (in vitro fertilisation) embryos, such as type 2 diabetes, cardiovascular diseases and various other characteristics like height, intelligence quotient (IQ), hair and eye colour. Unlike well-known safety risks with human genome editing, (...) there are negligible risks with PGT-P, because there are no man-made genetic modifications that can be transmitted to future generations. Nevertheless, the current efficacy of using PGT-P to select IVF embryos for either increased or decreased probability of developing specific polygenic traits is still far from certain. Hence, the regulatory safeguards proposed here will be based on the assumption that the efficacy of this new technology platform has already been validated. These include: (1) restricting the application of PGT-P only for prevention of clinically relevant polygenic disease traits, (2) securely blocking patients’ access to the raw genomic DNA sequencing data of their IVF embryos, (3) validating diagnosis of polygenic disease traits in the prospective parents/grandparents of IVF embryos, and restricting PGT-P only for preventing specifically diagnosed polygenic disease traits and (4) mandating rigorous and comprehensive genetic counselling for IVF patients considering PGT-P. There is an urgent and dire need to prevent abuse of the PGT-P technique, as well as protect the interests and welfare of patients if its clinical application is to be permitted in the country. (shrink)

This paper complicates, extends, and modifies Pinch and Bijker's original social construction of technology, specifically their concepts of relevant social groups, closure, and stabilization, in order to gain insight into long-term processes of how we use and understand technology. First, this paper identifies four broad categories of relevant social groups in the social construction of technology based on stake holdings and compares them according to their activities, resources, and directionality. Second, the paper discusses the distinctions between closure and stabilization of (...) technological artifacts, introducing temporary closure and structural flexibility as a means of understanding how different technologies can relate to each other. Third, using Rosch's cognitive approach to categorization, the paper suggests structural flexibility as a means of operationalizing stabilization. These reconceptualizations offer researchers a broader scale with which to understand the social construction of technology. (shrink)

This paper will reveal our women as active theologians, dealing with the silent threat of approaching genocide, the end of so called ‘full-bloods’ of our race. Finding ways of healing, and being activists, living in the conscious and subconscious oppression. I am so proud that in the light of this, they emerge as responsible people, living constructive and influential lives. Yet the suffering takes its toll and they die young or are sick and disabled young. I donated my Harvard Post-doctoral (...) Fellowship, the first Australian Indigenous Harvard Fellow, to helping this suffering, to prolong life. Part Three reflects where my fellowship in liberation theology and psychotherapy comes together in active Tiddas Theology for wholeness. (shrink)

How should we talk to children about war? The basic story we tell them is that the world is split into good guys and bad guys, and that sometimes we have to kill the bad guys for the sake of justice. These stories of heroic killing teach children to train their attention on violence, and to interpret that violence as just or good. I show how this basic story – which also motivates much of our philosophical thinking about the morality (...) of war and killing, mostly notably just war theory – makes it difficult for us to consider and evaluate pacific alternatives. If we are to give children the space to develop their imagination, so that they can more genuinely engage with the possibilities of nonviolence and peace, then we must learn to tell a different story. (shrink)

In his theory of determination, Charles Peirce considered two processes of determination, the semiotic process and epistemology. The semiotic process is an extensional process from object to interpretant that consists of an infinite chain of references that can be spatially reversible. The epistemological process of determination is temporal and irreversible, where the idea grows into the individual mind, as the universe is unfolded by the agency of mind.

The scholar Jin Tian-zhu (1690 ~ 1765) was a Muslim of the Hui 回 ethnic group in the Qing dynasty who adhered to Islamic traditions handed down from generation to generation. In Qing Zhen Shi Yi, Jin Tian-zhu attempts to combine Confucianism and Islam through a simple comparison of their rituals. Jin Tian-zhu expresses his respect for Allah by attesting Allah’s existence and insisting that humans should obey Allah. He admits that in reality, besides Allah, the ruler is also clearly (...) an object of loyalty. In addition, he asserts that it is basic propriety for Muslims to be filial to their parents and that the scope of practice of filial piety must also apply to their ancestors beyond their parents. Jin Tian-zhu further expands his view of zhongxiao 忠孝 by asserting that the ultimate Muslim interest is in renlun 人倫, which he believes must be rectified. (shrink)

Trusting relationships are both valuable and risky. Where the risks are high and the fears of betrayal are also high, it might seem rational to try to mitigate the risks, while still enjoying the benefits of the trusting relationship, by forming a contingency plan. A contingency plan—in the sense I am interested in—involves contingent punishments for defection, which are primarily meant to encourage the trusted partner to act trustworthily. I argue, however, that such contingency plans suffer from an internal tension (...) wherein the contingency planner both seeks and undermines a particular level (or kind) of trust. There are two problems in particular, either of which is sufficient to undermine trusting relationships: one, the planner fails to see the trusted partner as sincerely engaged in the trusting relationship, and two, the planner separates herself out from the trusting relationship by seeing her flourishing as separate from her partner’s (or, even worse, as dependent on her partner’s harm). Continency plans, then, are not just about the future; they cast a moral shadow on what we are doing now. (shrink)

"Oser examines the twentieth-century literary clash between a dogmatically relativist modernism and a robust revival of Christian humanism.

This article uses what Patti Tamara Lenard refers to as the cosmopolitan problem of motivation to discuss the roles of loyalty in two philosophical accounts of global solidarity. Avery Kolers’ Kantian, deontological approach to solidarity as reason-based deference is contrasted with Richard Rorty's controversial, anti-Kantian description of solidarity as ethnocentric inclusivity generated through sentimental education. This article offers critical reflections on the work of these two influential thinkers and combines elements of their theories to contribute a limited but useful response (...) to Lenard's concerns regarding loyalty and the motivation of global solidarity. (shrink)

이 논문은 데이빗 루이스의 시간적 부분 이론(temporal part theory)과 물질적 구성(material consitution)에 대한 반 인와겐의 입장에 대한 논의를 출발점으로 삼는다. 먼저 필자는 루이스의 시간적 부분이론을 반박한다. 루이스의 이론의 핵심적인 내용을 똑같이 반영(mirror)하면서도 그 이론과 상충하는 이론을 구성하고 이 두 이론 중 어느 한 쪽을 선택하는 것은 결국은 임의적인(arbitrary) 결정을 하는 것인데 이 사실은 이 두 이론 모두를 매력적이지 않게 만든다고 주장한다. 이 두 이론을 모두 거부한다면 우리는 사물을 (특별히 문제되는 사물이 ‘자아’라면 더더욱) 어디에 위치시켜야 하는지 새로운 가능성을 탐색해 보게 된다. (...) 다음으로 이 논문은 떨어지지 않은 임의적인 부분(arbitrary undetached part)에 대한 반 인와 겐의 논증을 살펴보고 그 논증을 준거점으로 삼아 물질적 구성(material consitution)에 대한 여러 논문들에 등장한 이론적 가능성을 일별한다. 필자는 이 여러 입장들 뒤에 근본적인 전제로 기능하고 있는 철학적 원자론(philosophical atomism)과 그 이론이 내포하는 환원주의적 접근이 자아가 존재하고 시간 속에 지속한다(endure through time)는 근본적인 믿음을 포함하는 ‘자아의 선차성’ 논제를 위협한다는 것을 지적하고 루이스의 이론에 대한 논의에서 얻은 결론과 결합하여, 상당히 이상해보이지만 고려해볼만한 이론적 가능성으로 자아가 시간 속에 지속하는 영차원의(zero-dimensional) 존재라는 가능성을 제기한다. (shrink)

This paper contests social psychology’s emphasis on the biased, erroneous, and constructed nature of social cognition by: showing how the extent of bias and error in classic research is overstated; summarizing research regarding the accuracy of social beliefs; and describing how social stereotypes sometimes improve person perception accuracy. A Goodness of Judgment Index is also presented to extract evidence regarding accuracy from research focusing on bias. We conclude that accuracy is necessary for understanding social cognition.

Evidence is presented indicating that mainstream social psychology material leads undergraduates to conclude that people are irrational. To help address the problems identified by Krueger & Funder (K&F), a new statistic, the Goodness of Judgment Index (GJI), is presented. A concrete example based on a recent study is used to show how the GJI can be used to bring some balance back to research emphasizing error and bias.

This paper develops a theory of analog representation. We first argue that the mark of the analog is to be found in the nature of a representational system’s interpretation function, rather than in its vehicles or contents alone. We then develop the rulebound structure theory of analog representation, according to which analog systems are those that use interpretive rules to map syntactic structural features onto semantic structural features. The theory involves three degree-theoretic measures that capture three independent ways in which (...) a system can be more or less analog. We explain how our theory improves upon prior accounts of analog representation, provides plausible diagnoses for novel challenge cases, extends to hybrid systems that are partially analog and partially symbolic, and accounts for some of the advantages and disadvantages of representing analogically versus symbolically. (shrink)

Is A & C sufficient for the truth of ‘if A were the case, C would be the case’? Jonathan Bennett thinks not, although the counterexample he gives is inconsistent with his own account of counterfactuals. In any case, I argue that anyone who accepts the case of Morgenbesser's coin, as Bennett does, should reject Bennett’s counterexample. Moreover, I show that the principle underlying his counterexample is unmotivated and indeed false. More generally, I argue that Morgenbesser’s coin commits us to (...) the sufficiency of A & C for the truth of the corresponding counterfactual. (shrink)

Are a material object, such as a statue, and its constituting matter, the clay, parts of one another? One wouldn't have thought so, and yet a number of philosophers have argued that they are. I review the arguments for this surprising claim showing how they all fail. I then consider two arguments against the view concluding that there are both pre-theoretical and theoretical considerations for denying that the statue and the clay are mutual parts.