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The photos and oral history the legendary punk bands Bad Brains, Minor Threat, Fugazi, and others will immediately catch the attention of punk fans worldwide. The documentary film Salad Days, produced by Scott Crawford, inspired this book. Salad Days has been one of the most successful films about American punk music. Key photographers include Jim Saah, Cynthia Connolly, Susie J. Horgan, and Jen Thomas. The photographs and oral history are truly electrifying, capturing a vital period in American music history. Akashic is well-positioned to connect with punk music fans due to success with previous books like Dance of Days (in its 5th Akashic printing with over 8,000 copies sold), Hard Art, DC 1979, and We Owe You Nothing (in its' 7th printing with over 15,000 copies sold).

Spoken language understanding (SLU) is an emerging field in between speech and language processing, investigating human/ machine and human/ human communication by leveraging technologies from signal processing, pattern recognition, machine learning and artificial intelligence. SLU systems are designed to extract the meaning from speech utterances and its applications are vast, from voice search in mobile devices to meeting summarization, attracting interest from both commercial and academic sectors. Both human/machine and human/human communications can benefit from the application of SLU, using differing tasks and approaches to better understand and utilize such communications. This book covers the state-of-the-art approaches for the most popular SLU tasks with chapters written by well-known researchers in the respective fields. Key features include: Presents a fully integrated view of the two distinct disciplines of speech processing and language processing for SLU tasks. Defines what is possible today for SLU as an enabling technology for enterprise (e.g., customer care centers or company meetings), and consumer (e.g., entertainment, mobile, car, robot, or smart environments) applications and outlines the key research areas. Provides a unique source of distilled information on methods for computer modeling of semantic information in human/machine and human/human conversations. This book can be successfully used for graduate courses in electronics engineering, computer science or computational linguistics. Moreover, technologists interested in processing spoken communications will find it a useful source of collated information of the topic drawn from the two distinct disciplines of speech processing and language processing under the new area of SLU.

Bestselling author and foster carer Casey Watson tells the shocking and deeply moving true story of a young girl with severe behavioural problems.This is the first of several stories about ‘difficult’ children Casey helped during her time as a behaviour manager at her local comprehensive.Casey has been in the post for six months when thirteen-year-old Imogen joins her class. One of six children Casey is teaching, Imogen has selective mutism. She’s a bright girl, but her speech problems have been making mainstream lessons difficult.Life at home is also hard for Imogen. Her mum walked out on her a few years earlier and she’s never got on with her dad’s new girlfriend. She’s now living with her grandparents. There’s no physical explanation for Imogen’s condition, and her family insist she’s never had troubles like this before.Everyone thinks Imogen is just playing up – except the member of staff closest to her, her teacher Casey Watson. It is the deadpan expression she constantly has on her face that is most disturbing to Casey. Determined there must be more to it, Casey starts digging and it’s not long before she starts to discover a very different side to Imogen’s character.A visit to her grandparents’ reveals that Imogen is anything but silent at home. In fact she’s prone to violent outbursts; her elderly grandparents are terrified of her.Eventually Casey’s hard work starts to pay off. After months of silence, Imogen utters her first, terrified, words to Casey: ‘I thought she was going to burn me.’Dark, shocking and deeply disturbing, Casey begins to uncover the reality of what Imogen has been subjected to for years.