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ByGSpeech

शोरगुल में साफ सुनने की तकनीक

वैसे तो हमारा मस्तिष्क काफी शोर भरे माहौल में भी किसी एक आवाज़ पर ध्यान केंद्रित कर सकता है, और उसे ठीक-ठीक सुन सकता है। लेकिन जब हमारे आसपास शोर ही शोर हो, या वृद्धावस्था हो, तो किसी एक आवाज़ को ठीक से सुन पाना मुश्किल हो जाता है। अब शोधकर्ताओं ने मशीन लर्निंग की मदद से इसका समाधान ढूंढ लिया है जिसे उन्होंने कोन ऑफ साइलेंस (खामोश शंकु) नाम दिया है।
कंप्यूटर विज्ञानियों ने मानव मस्तिष्क के समान संरचना वाले न्यूरल नेटवर्क को एक कमरे में कई लोगों द्वारा बोली जा रही आवाज़ों का स्रोत पता लगाने और उन आवाज़ों को अलग-अलग करने के लिए प्रशिक्षित किया। नेटवर्क ने यह इस आधार पर सीखा किकमरे के बीचों-बीच रखे गए कुछ माइक्रोफोन से कोई आवाज़ कितनी देर बाद टकराती है।
इस तरह प्रशिक्षित नेटवर्क को जब शोघकर्ताओं ने अत्यधिक शोर भरे माहौल में जांचा तो पाया गया कि नेटवर्क ने 3.7 डिग्री कोण वाले शंकुनुमा दायरे के भीतर आने वाली सिर्फ दो ही आवाज़ो को चिंहित किया और उन्हें ही सुनाना जारी रखा। इस तरह बाकी आवाज़ें बहुत मंद पड़ गर्इं, और वांछित आवाज़ ठीक से सुनाई पड़ी। शोधकर्ताओं द्वारा ये नतीजे न्यूरल इंफॉरमेशन प्रोसेसिंग सिस्टम पर हुए एक सम्मेलन में प्रस्तुत किए गए हैं।
भविष्य में इस तकनीक की श्रवण यंत्र, निरीक्षण प्रणाली, स्पीकरफोन, या लैपटॉप में उपयोग की जाने की संभावना है। यह तकनीक चलती-फिरती आवाज़ें भी पहचान कर उन्हें अलग कर सकती है, अत: यह पार्श्व में हो रहे शोर जैसे बाहर की आवाज़ें, बच्चों की आवाज़ें या अन्य शोर-शराबे को भी हटाकर सिर्फ वक्ता की आवाज़ सुना सकता है। इस तरह इसकी मदद से ज़ूम कॉल बेहतर किए सकते हैं। बहरहाल इस तकनीक को बाज़ार तक पहुंचने में अभी काफी पड़ाव पार करने बाकी हैं।(स्रोत फीचर्स)

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J! InfoRequestSessionProfileQueries141Log
14.138MBMemory Usage234msRequest Duration
Joomla! Version4.4.5
PHP Version8.1.31
Identityguest
Response200
Templatej51_maya
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  • SELECT `a`.`id`,`a`.`asset_id`,`a`.`title`,`a`.`alias`,`a`.`introtext`,`a`.`fulltext`,`a`.`state`,`a`.`catid`,`a`.`created`,`a`.`created_by`,`a`.`created_by_alias`,`a`.`modified`,`a`.`modified_by`,`a`.`checked_out`,`a`.`checked_out_time`,`a`.`publish_up`,`a`.`publish_down`,`a`.`images`,`a`.`urls`,`a`.`attribs`,`a`.`version`,`a`.`ordering`,`a`.`metakey`,`a`.`metadesc`,`a`.`access`,`a`.`hits`,`a`.`metadata`,`a`.`featured`,`a`.`language`,`fp`.`featured_up`,`fp`.`featured_down`,`c`.`title` AS `category_title`,`c`.`alias` AS `category_alias`,`c`.`access` AS `category_access`,`c`.`language` AS `category_language`,`fp`.`ordering`,`u`.`name` AS `author`,`parent`.`title` AS `parent_title`,`parent`.`id` AS `parent_id`,`parent`.`path` AS `parent_route`,`parent`.`alias` AS `parent_alias`,`parent`.`language` AS `parent_language`,ROUND(`v`.`rating_sum` / `v`.`rating_count`, 1) AS `rating`,`v`.`rating_count` AS `rating_count` FROM `j4_content` AS `a` INNER JOIN `j4_categories` AS `c` ON `c`.`id` = `a`.`catid` LEFT JOIN `j4_content_frontpage` AS `fp` ON `fp`.`content_id` = `a`.`id` LEFT JOIN `j4_users` AS `u` ON `u`.`id` = `a`.`created_by` LEFT JOIN `j4_categories` AS `parent` ON `parent`.`id` = `c`.`parent_id` LEFT JOIN `j4_content_rating` AS `v` ON `a`.`id` = `v`.`content_id` WHERE ( (`a`.`id` = :pk AND `c`.`published` > 0) AND (`a`.`publish_up` IS NULL OR `a`.`publish_up` <= :publishUp)) AND (`a`.`publish_down` IS NULL OR `a`.`publish_down` >= :publishDown) AND `a`.`state` IN (:preparedArray1,:preparedArray2)784μs24.63KBParams/components/com_content/src/Model/ArticleModel.php:215Copy
  • SELECT `c`.`id`,`c`.`asset_id`,`c`.`access`,`c`.`alias`,`c`.`checked_out`,`c`.`checked_out_time`,`c`.`created_time`,`c`.`created_user_id`,`c`.`description`,`c`.`extension`,`c`.`hits`,`c`.`language`,`c`.`level`,`c`.`lft`,`c`.`metadata`,`c`.`metadesc`,`c`.`metakey`,`c`.`modified_time`,`c`.`note`,`c`.`params`,`c`.`parent_id`,`c`.`path`,`c`.`published`,`c`.`rgt`,`c`.`title`,`c`.`modified_user_id`,`c`.`version`, CASE WHEN CHAR_LENGTH(`c`.`alias`) != 0 THEN CONCAT_WS(':', `c`.`id`, `c`.`alias`) ELSE `c`.`id` END as `slug` FROM `j4_categories` AS `s` INNER JOIN `j4_categories` AS `c` ON (`s`.`lft` <= `c`.`lft` AND `c`.`lft` < `s`.`rgt`) OR (`c`.`lft` < `s`.`lft` AND `s`.`rgt` < `c`.`rgt`) WHERE (`c`.`extension` = :extension OR `c`.`extension` = 'system') AND `c`.`access` IN (:preparedArray1) AND `c`.`published` = 1 AND `s`.`id` = :id ORDER BY `c`.`lft`3.15ms21.19KBParams/libraries/src/Categories/Categories.php:375Copy
  • SELECT `m`.`tag_id`,`t`.* FROM `j4_contentitem_tag_map` AS `m` INNER JOIN `j4_tags` AS `t` ON `m`.`tag_id` = `t`.`id` WHERE `m`.`type_alias` = :contentType AND `m`.`content_item_id` = :id AND `t`.`published` = 1 AND `t`.`access` IN (:preparedArray1)638μs5.2KBParams/libraries/src/Helper/TagsHelper.php:388Copy
  • SELECT `c`.`id`,`c`.`asset_id`,`c`.`access`,`c`.`alias`,`c`.`checked_out`,`c`.`checked_out_time`,`c`.`created_time`,`c`.`created_user_id`,`c`.`description`,`c`.`extension`,`c`.`hits`,`c`.`language`,`c`.`level`,`c`.`lft`,`c`.`metadata`,`c`.`metadesc`,`c`.`metakey`,`c`.`modified_time`,`c`.`note`,`c`.`params`,`c`.`parent_id`,`c`.`path`,`c`.`published`,`c`.`rgt`,`c`.`title`,`c`.`modified_user_id`,`c`.`version`, CASE WHEN CHAR_LENGTH(`c`.`alias`) != 0 THEN CONCAT_WS(':', `c`.`id`, `c`.`alias`) ELSE `c`.`id` END as `slug` FROM `j4_categories` AS `s` INNER JOIN `j4_categories` AS `c` ON (`s`.`lft` <= `c`.`lft` AND `c`.`lft` < `s`.`rgt`) OR (`c`.`lft` < `s`.`lft` AND `s`.`rgt` < `c`.`rgt`) WHERE (`c`.`extension` = :extension OR `c`.`extension` = 'system') AND `c`.`access` IN (:preparedArray1) AND `c`.`published` = 1 AND `s`.`id` = :id ORDER BY `c`.`lft`2.82ms21.19KBParams/libraries/src/Categories/Categories.php:375Copy
  • SELECT DISTINCT a.id, a.title, a.name, a.checked_out, a.checked_out_time, a.note, a.state, a.access, a.created_time, a.created_user_id, a.ordering, a.language, a.fieldparams, a.params, a.type, a.default_value, a.context, a.group_id, a.label, a.description, a.required, a.only_use_in_subform,l.title AS language_title, l.image AS language_image,uc.name AS editor,ag.title AS access_level,ua.name AS author_name,g.title AS group_title, g.access as group_access, g.state AS group_state, g.note as group_note FROM j4_fields AS a LEFT JOIN `j4_languages` AS l ON l.lang_code = a.language LEFT JOIN j4_users AS uc ON uc.id=a.checked_out LEFT JOIN j4_viewlevels AS ag ON ag.id = a.access LEFT JOIN j4_users AS ua ON ua.id = a.created_user_id LEFT JOIN j4_fields_groups AS g ON g.id = a.group_id LEFT JOIN `j4_fields_categories` AS fc ON fc.field_id = a.id WHERE ( (`a`.`context` = :context AND (`fc`.`category_id` IS NULL OR `fc`.`category_id` IN (:preparedArray1,:preparedArray2,:preparedArray3,:preparedArray4,:preparedArray5)) AND `a`.`access` IN (:preparedArray6)) AND (`a`.`group_id` = 0 OR `g`.`access` IN (:preparedArray7)) AND `a`.`state` = :state) AND (`a`.`group_id` = 0 OR `g`.`state` = :gstate) AND `a`.`only_use_in_subform` = :only_use_in_subform ORDER BY a.ordering ASC615μs6.06KBParams/libraries/src/MVC/Model/BaseDatabaseModel.php:166Copy
  • SELECT `c`.`id`,`c`.`asset_id`,`c`.`access`,`c`.`alias`,`c`.`checked_out`,`c`.`checked_out_time`,`c`.`created_time`,`c`.`created_user_id`,`c`.`description`,`c`.`extension`,`c`.`hits`,`c`.`language`,`c`.`level`,`c`.`lft`,`c`.`metadata`,`c`.`metadesc`,`c`.`metakey`,`c`.`modified_time`,`c`.`note`,`c`.`params`,`c`.`parent_id`,`c`.`path`,`c`.`published`,`c`.`rgt`,`c`.`title`,`c`.`modified_user_id`,`c`.`version`, CASE WHEN CHAR_LENGTH(`c`.`alias`) != 0 THEN CONCAT_WS(':', `c`.`id`, `c`.`alias`) ELSE `c`.`id` END as `slug` FROM `j4_categories` AS `s` INNER JOIN `j4_categories` AS `c` ON (`s`.`lft` <= `c`.`lft` AND `c`.`lft` < `s`.`rgt`) OR (`c`.`lft` < `s`.`lft` AND `s`.`rgt` < `c`.`rgt`) WHERE (`c`.`extension` = :extension OR `c`.`extension` = 'system') AND `c`.`access` IN (:preparedArray1) AND `c`.`published` = 1 AND `s`.`id` = :id ORDER BY `c`.`lft`5.19ms21.19KBParams/libraries/src/Categories/Categories.php:375Copy
  • SELECT m.id, m.title, m.module, m.position, m.content, m.showtitle, m.params,am.params AS extra, 0 AS menuid, m.publish_up, m.publish_down FROM j4_modules AS m LEFT JOIN j4_extensions AS e ON e.element = m.module AND e.client_id = m.client_id LEFT JOIN j4_advancedmodules as am ON am.module_id = m.id WHERE m.published = 1 AND e.enabled = 1 AND m.client_id = 0 ORDER BY m.position, m.ordering930μs50.67KB/plugins/system/advancedmodules/src/Helper.php:191Copy
  • SELECT m.condition_id,m.item_id FROM j4_conditions_map as m LEFT JOIN j4_conditions as c ON c.id = m.condition_id WHERE `m`.`extension` = 'com_advancedmodules' AND `c`.`published` = 1304μs1.75KB/administrator/components/com_conditions/src/Model/ItemModel.php:821Copy
  • SHOW FULL COLUMNS FROM `j4_conditions`962μs2.08KB/libraries/vendor/joomla/database/src/Mysqli/MysqliDriver.php:625Copy
  • SELECT * FROM `j4_conditions` WHERE `id` = '14'174μs2.06KB/libraries/src/Table/Table.php:755Copy
  • SELECT * FROM j4_conditions_groups as g WHERE g.condition_id = 14169μs1KB/administrator/components/com_conditions/src/Model/ItemModel.php:1034Copy
  • SELECT * FROM j4_conditions_rules as r WHERE r.group_id = 14193μs1.13KB/administrator/components/com_conditions/src/Model/GroupModel.php:108Copy
  • SELECT m.extension,m.item_id,m.table,m.name_column FROM j4_conditions_map as m WHERE m.condition_id = 14 ORDER BY m.extension,m.item_id139μs1KB/administrator/components/com_conditions/src/Model/ItemModel.php:907Copy
  • SELECT `id`,`title` AS `value` FROM `j4_modules`217μs3.38KB/administrator/components/com_conditions/src/Helper/Helper.php:184Copy
  • SHOW FULL COLUMNS FROM `j4_modules`904μs2.2KB/libraries/vendor/joomla/database/src/Mysqli/MysqliDriver.php:625Copy
  • SELECT `id`,`published` AS `value` FROM `j4_modules`161μs14.38KB/administrator/components/com_conditions/src/Helper/Helper.php:184Copy
  • SELECT * FROM `j4_conditions` WHERE `id` = '15'197μs2.06KB/libraries/src/Table/Table.php:755Copy
  • SELECT * FROM j4_conditions_groups as g WHERE g.condition_id = 15108μs1008B/administrator/components/com_conditions/src/Model/ItemModel.php:1034Copy
  • SELECT m.extension,m.item_id,m.table,m.name_column FROM j4_conditions_map as m WHERE m.condition_id = 15 ORDER BY m.extension,m.item_id112μs1KB/administrator/components/com_conditions/src/Model/ItemModel.php:907Copy
  • SELECT * FROM `j4_conditions` WHERE `id` = '16'100μs2.06KB/libraries/src/Table/Table.php:755Copy
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  • SELECT m.extension,m.item_id,m.table,m.name_column FROM j4_conditions_map as m WHERE m.condition_id = 16 ORDER BY m.extension,m.item_id83μs1KB/administrator/components/com_conditions/src/Model/ItemModel.php:907Copy
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  • SELECT m.extension,m.item_id,m.table,m.name_column FROM j4_conditions_map as m WHERE m.condition_id = 18 ORDER BY m.extension,m.item_id176μs1KB/administrator/components/com_conditions/src/Model/ItemModel.php:907Copy
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  • SELECT m.extension,m.item_id,m.table,m.name_column FROM j4_conditions_map as m WHERE m.condition_id = 23 ORDER BY m.extension,m.item_id152μs1KB/administrator/components/com_conditions/src/Model/ItemModel.php:907Copy
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  • SELECT m.extension,m.item_id,m.table,m.name_column FROM j4_conditions_map as m WHERE m.condition_id = 24 ORDER BY m.extension,m.item_id239μs1KB/administrator/components/com_conditions/src/Model/ItemModel.php:907Copy
  • SELECT * FROM `j4_conditions` WHERE `id` = '25'118μs2.06KB/libraries/src/Table/Table.php:755Copy
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  • SELECT m.extension,m.item_id,m.table,m.name_column FROM j4_conditions_map as m WHERE m.condition_id = 25 ORDER BY m.extension,m.item_id129μs1KB/administrator/components/com_conditions/src/Model/ItemModel.php:907Copy
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  • SELECT a.id, a.parent_id, a.config_name, a.name, a.context, a.label, a.alias, a.display, a.state, a.access, a.root, a.ordering, a.checked_out, a.checked_out_time, a.created_time, a.updated_time, a.language,`a`.`attribs` AS `attributes` FROM `j4_jfilters_filters` AS `a` WHERE `a`.`access` IN (:preparedArray1) AND `a`.`state` IN (:preparedArray2,:preparedArray3) ORDER BY a.ordering ASC424μs4.52KBParams/libraries/src/MVC/Model/BaseDatabaseModel.php:166Copy
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