TWI839952B - Pattern display method - Google Patents

Pattern display method Download PDF

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TWI839952B
TWI839952B TW111144008A TW111144008A TWI839952B TW I839952 B TWI839952 B TW I839952B TW 111144008 A TW111144008 A TW 111144008A TW 111144008 A TW111144008 A TW 111144008A TW I839952 B TWI839952 B TW I839952B
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pattern
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TW202423105A (en
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雷建明
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香港商冠捷投資有限公司
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Abstract

一種圖案顯示方法,當一解多工器接收到一頻道資料時,根據頻道資料進行解多工,以獲得多個資訊表,並根據一節目專用資訊獲得一視頻及一音頻,且將該等資訊表傳送至一處理器,且該處理器根據該等資訊表獲得一目標資訊表,並將該目標資訊表進行解碼,以獲得該電視節目所屬之一目標節目類型,且至少根據該目標節目類型及一第一查找表,獲得對應該目標節目類型之一目標節目類型圖案,以將該目標節目類型圖案作為一圖案輸出,最後將該圖案輸出疊合顯示在一顯示器所播放的該視頻上,以在該視頻被該顯示器播放時顯示有該目標節目類型圖案。A pattern display method, when a demultiplexer receives a channel data, demultiplexes according to the channel data to obtain a plurality of information tables, and obtains a video and an audio according to a program-specific information, and transmits the information tables to a processor, and the processor obtains a target information table according to the information tables, and decodes the target information table to obtain the television program A target program type belongs to it, and at least according to the target program type and a first lookup table, a target program type pattern corresponding to the target program type is obtained, so as to output the target program type pattern as a pattern, and finally the pattern output is superimposed and displayed on the video played by a display, so that the target program type pattern is displayed when the video is played by the display.

Description

圖案顯示方法Pattern display method

本發明是有關於一種顯示方法,特別是指一種相關於電視節目的圖案顯示方法。 The present invention relates to a display method, in particular to a method for displaying patterns related to television programs.

電視節目是經由電視台所播放,並由電視台、製作公司、專業媒體或某一機構所製作,其電視節目的類型包含新聞、戲劇、戲曲、音樂、劇集、電影、娛樂、體育、綜藝節目,及社會教育等不同的形式,以往使用者在觀看電視所播放的節目時,通常是當切換頻道時,透過電視螢幕所顯示的文字訊息得知下一個所切換的頻道正在播放的節目名稱,對於節目的種類較無從得知,若使用者想觀看的是體育比賽,所切到的頻道卻是播放體育相關的新聞,便會無所適從,因此,若是能提出一種方法,可以即時的顯示當前所播放的節目類型為何,便能有助於使用者更加清楚的知道當前節目的相關資訊。 Television programs are broadcast by television stations and produced by television stations, production companies, professional media or certain organizations. The types of television programs include news, drama, opera, music, drama, movie, entertainment, sports, variety shows, and social education. In the past, when users watched programs broadcasted by television, they usually learned the name of the program being broadcasted on the next channel through the text message displayed on the TV screen when switching channels. It was difficult to know the type of program. If the user wanted to watch a sports game, but the channel he switched to was broadcasting sports-related news, he would be at a loss. Therefore, if a method can be proposed to display the type of the current program in real time, it will help users to know the relevant information of the current program more clearly.

因此,本發明之目的,即在提供一種可自動地顯示電視節目之頻道資料的圖案顯示方法。 Therefore, the purpose of the present invention is to provide a pattern display method that can automatically display the channel information of a television program.

於是,本發明一種圖案顯示方法,藉由一顯示裝置來實施,以至少根據一相關於一電視節目之頻道資料顯示一圖案,該顯示裝置包含一顯示器、一解多工器、一儲存器,及一電連接該顯示器、該解多工器及該儲存器的處理器,該顯示器用於顯示一相關於該電視節目之視頻,該儲存器至少儲存有一第一查找表,該第一查找表包括多個不同節目類型及其所分別對應的多個節目類型圖案,該圖案顯示方法包含一步驟(A)、一步驟(B)、一步驟(C)、一步驟(D),及一步驟(E)。 Therefore, the present invention discloses a pattern display method, which is implemented by a display device to display a pattern at least according to channel data related to a television program. The display device includes a display, a demultiplexer, a memory, and a processor electrically connected to the display, the demultiplexer and the memory. The display is used to display a video related to the television program. The memory stores at least a first lookup table, which includes a plurality of different program types and a plurality of program type patterns corresponding thereto. The pattern display method includes step (A), step (B), step (C), step (D), and step (E).

該步驟(A)是當該解多工器接收到該頻道資料時,根據該頻道資料進行解多工,以獲得一節目專用資訊及對應該節目專用資訊之一服務資訊多個資訊表,並根據該節目專用資訊獲得相關於該電視節目之該視頻及一音頻,且將該等資訊表傳送至該處理器。 The step (A) is that when the demultiplexer receives the channel data, it performs demultiplexing according to the channel data to obtain a program-specific information and a plurality of information tables of service information corresponding to the program-specific information, and obtains the video and an audio related to the television program according to the program-specific information, and transmits the information tables to the processor.

該步驟(B)是該處理器根據該等資訊表獲得一相關於該電視節目所屬之節目類型的目標資訊表。 The step (B) is that the processor obtains a target information table related to the program type to which the television program belongs based on the information tables.

該步驟(C)是該處理器將該目標資訊表進行解碼,以獲得該電視節目所屬之一目標節目類型。 The step (C) is that the processor decodes the target information table to obtain a target program type to which the TV program belongs.

該步驟(D)是該處理器至少根據該目標節目類型及該第一查找表,獲得對應該目標節目類型之一目標節目類型圖案,以將 該目標節目類型圖案作為該圖案輸出。 The step (D) is that the processor obtains a target program type pattern corresponding to the target program type at least according to the target program type and the first lookup table, so as to output the target program type pattern as the pattern.

該步驟(E)是該處理器將該圖案輸出疊合顯示在該顯示器所播放的該視頻上,以在該視頻被該顯示器播放時顯示有該目標節目類型圖案。 The step (E) is that the processor outputs the pattern and superimposes it on the video played by the display, so that the target program type pattern is displayed when the video is played by the display.

本發明的功效在於:藉由該解多工器將所接收到的該頻道資料進行解多工,以獲得該等資訊表,該處理器獲得該目標資訊表後將其解碼以獲得該目標節目類型,且對應獲得該目標節目類型圖案以作為該圖案輸出疊合顯示,以達成自動化顯示節目類型之功效。 The effect of the present invention is that the demultiplexer demultiplexes the received channel data to obtain the information tables, the processor obtains the target information table and decodes it to obtain the target program type, and the corresponding target program type pattern is output as the pattern for superimposed display, so as to achieve the effect of automatically displaying the program type.

1:顯示裝置 1: Display device

11:解多工器 11: Demultiplexer

12:顯示器 12: Display

13:儲存器 13: Storage

16:處理器 16: Processor

51~52:步驟 51~52: Steps

61~67:步驟 61~67: Steps

631~632:步驟 631~632: Steps

本發明的其他的特徵及功效,將於參照圖式的實施方式中清楚地呈現,其中:圖1是一方塊圖,說明一用於執行本發圖案顯示方法之實施例的顯示裝置;圖2是一流程圖,說明本發明圖案顯示方法之實施例的一群心產生程序;圖3是一流程圖,說明該實施例的一圖案標示程序;及圖4是一流程圖,說明該圖案標示程序如何獲得一目標群心之細部流程。 Other features and effects of the present invention will be clearly presented in the implementation method with reference to the drawings, wherein: FIG. 1 is a block diagram illustrating a display device for executing an embodiment of the pattern display method of the present invention; FIG. 2 is a flow chart illustrating a group center generation process of an embodiment of the pattern display method of the present invention; FIG. 3 is a flow chart illustrating a pattern marking process of the embodiment; and FIG. 4 is a flow chart illustrating a detailed process of how the pattern marking process obtains a target group center.

參閱圖1,本發明圖案顯示方法之實施例,藉由一顯示裝置1來實施,該顯示裝置1包含一顯示器12、一解多工器11(Demux)、一儲存器13,及一電連接該顯示器12、該解多工器11及該儲存器13的處理器16。 Referring to FIG. 1 , an embodiment of the pattern display method of the present invention is implemented by a display device 1, which includes a display 12, a demultiplexer 11 (Demux), a memory 13, and a processor 16 electrically connected to the display 12, the demultiplexer 11 and the memory 13.

該顯示器12用於顯示一相關於一電視節目之視頻,及一圖案。其中,該視頻亦可相關於多個人物,但不以此為限。 The display 12 is used to display a video related to a television program and a pattern. The video may also be related to multiple characters, but is not limited to this.

該解多工器11用於接收並解多工一相關於該電視節目的頻道資料(Transport stream,TS),該頻道資料包含一節目專用資訊(Program Specific Information,PSI)及一服務資訊(Service Information,SI)。其中,該解多工器11是經由一電纜(Cable)獲得該頻道資料,但不以此為限。 The demultiplexer 11 is used to receive and demultiplex a channel data (Transport stream, TS) related to the television program, and the channel data includes a program specific information (Program Specific Information, PSI) and a service information (Service Information, SI). The demultiplexer 11 obtains the channel data via a cable, but is not limited to this.

該儲存器13至少儲存有一第一查找表、一第二查找表、多個分別對應多個不同之人員的訓練音訊檔,及一相關於一事件資訊表(Event Information Table,EIT)之一目標識別碼,該第一查找表包括多個不同節目類型及其所分別對應的多個節目類型圖案,該第二查找表包括多個群心及其所分別對應的多個表情圖案,該等群心分別對應多種不同語音類別聲調之多個語音特徵群集,該事件資訊表相關於該電視節目所屬之節目類型。該等節目類型可分別為新聞、戲劇、戲曲、音樂、劇集、電影、娛樂、體育、綜藝節 目,及社會教育,但不以此為限。 The memory 13 stores at least a first lookup table, a second lookup table, a plurality of training audio files corresponding to a plurality of different personnel, and a target identification code related to an event information table (EIT). The first lookup table includes a plurality of different program types and their corresponding program type patterns, the second lookup table includes a plurality of group hearts and their corresponding expression patterns, the group hearts correspond to a plurality of voice feature clusters of a plurality of different voice category tones, and the event information table is related to the program type to which the television program belongs. The program types can be news, drama, opera, music, drama, movie, entertainment, sports, variety show, and social education, but are not limited thereto.

在本實施例中,該顯示裝置1之實施態樣例如為一電視、一平板電腦、一筆記型電腦、一智慧型手機或一個人電腦,但不以此為限。 In this embodiment, the display device 1 is implemented as, for example, a television, a tablet computer, a notebook computer, a smart phone or a personal computer, but is not limited thereto.

以下說明本發明圖案顯示方法之實施例包含一群心產生程序,及一圖案標示程序。 The following describes an embodiment of the pattern display method of the present invention, including a group center generation process and a pattern marking process.

參閱圖1與圖2,該群心產生程序說明了如何產生多個群心,並包括以下步驟。 Referring to Figures 1 and 2, the group center generation process illustrates how to generate multiple group centers and includes the following steps.

在步驟51中,對於每一訓練音訊檔,該處理器16將該訓練音訊檔進行一語音轉換(Voice Conversion)以獲得一訓練特徵向量。 In step 51, for each training audio file, the processor 16 performs a voice conversion on the training audio file to obtain a training feature vector.

在步驟52中,該處理器16利用一分群演算法將該等訓練特徵向量分為多個語音特徵群集,並將每一語音特徵群集之群心儲存於該儲存器13的該第二查找表。其中,該等語音特徵群集分別為一開心語音特徵群集、一生氣語音特徵群集、一傷心語音特徵群集,及一喜悅語音特徵群集,但不以此為限;該分群演算法可為k-平均演算法或k-近鄰演算法,但不以此為限。 In step 52, the processor 16 uses a clustering algorithm to divide the training feature vectors into a plurality of speech feature clusters, and stores the cluster center of each speech feature cluster in the second lookup table of the memory 13. The speech feature clusters are respectively a happy speech feature cluster, an angry speech feature cluster, a sad speech feature cluster, and a joy speech feature cluster, but not limited thereto; the clustering algorithm may be a k-means algorithm or a k-nearest neighbor algorithm, but not limited thereto.

參閱圖1與圖3,該圖案標示程序說明了如何獲得一目標節目類型圖案及一目標表情圖案並輸出顯示,且包括以下步驟。 Referring to Figures 1 and 3, the pattern marking procedure illustrates how to obtain a target program type pattern and a target expression pattern and output them for display, and includes the following steps.

在步驟61中,當該解多工器11接收到該頻道資料時,根 據該頻道資料進行解多工,以獲得該節目專用資訊及對應該節目專用資訊之該服務資訊之多個資訊表,並根據該節目專用資訊獲得相關於該電視節目之該視頻及一音頻,且將該等資訊表及該音頻傳送至該處理器16。其中,每一資訊表對應一識別碼,該節目專用資訊包含一相關於該電視節目的節目關聯表(Program Association Table,PAT)、一相關於該電視節目之該視頻及該音頻之節目對映表(Program Map Table,PMT)、一相關於在接收該頻道資料之頻率及變調方式之網路資訊表(Network Information Table,NIT),及一相關於該電視節目的加密與解密之條件存取表(Conditional Access Table,CAT),該服務資訊包含該節目專用資訊之網路資訊表、一用於描述系統中業務的名稱及業務提供者之業務資訊表(Service Description Table,SDT),及一相關於該電視節目的名稱、開始時間、時間長度及運行狀態之事件資訊表(Event Information Table,EIT)。由於本發明之特徵並不在於熟知此技藝者所已知的將該頻道資料進行解多工之細部運作,為了簡潔,故在此省略了他們的細節。 In step 61, when the demultiplexer 11 receives the channel data, it performs demultiplexing according to the channel data to obtain the program-specific information and a plurality of information tables of the service information corresponding to the program-specific information, and obtains the video and an audio related to the television program according to the program-specific information, and transmits the information tables and the audio to the processor 16. Each information table corresponds to an identification code, and the program-specific information includes a program association table (PAT) related to the TV program, a program map table (PMT) related to the video and the audio of the TV program, a network information table (NIT) related to the frequency and modulation method of receiving the channel data, and a conditional access table (CAT) related to the encryption and decryption of the TV program. The service information includes a network information table of the program-specific information, a service information table (SDT) used to describe the name of the service in the system and the service provider, and an event information table (EIT) related to the name, start time, duration and running status of the TV program. Since the feature of the present invention does not lie in the detailed operation of demultiplexing the channel data known to those skilled in the art, their details are omitted here for the sake of brevity.

在步驟62中,該處理器16根據該音頻,獲得一語音特徵向量。其中,該處理器16是將該音頻進行該語音轉換,以獲得該語音特徵向量。其中,該音頻包含該等人物之其中一者所對應的多段語音音頻。 In step 62, the processor 16 obtains a speech feature vector based on the audio. The processor 16 performs speech conversion on the audio to obtain the speech feature vector. The audio includes multiple speech audios corresponding to one of the characters.

在步驟63中,該處理器16根據該語音特徵向量及該第二查找表中的該等群心,獲得該目標群心。藉此,便可根據當前所播放之該語音音頻獲得對應的情境(開心、生氣、傷心,或喜悅)。 In step 63, the processor 16 obtains the target group heart according to the voice feature vector and the group hearts in the second lookup table. In this way, the corresponding situation (happy, angry, sad, or joyful) can be obtained according to the voice audio currently being played.

參閱圖1與圖4,值得特別說明的是,步驟63包含以下子步驟。 Referring to Figures 1 and 4, it is worth noting that step 63 includes the following sub-steps.

在步驟631中,該處理器16計算該語音特徵向量與該第二查找表中的每一群心間之距離,以獲得多個群心距離。 In step 631, the processor 16 calculates the distance between the speech feature vector and each center of the second lookup table to obtain multiple center of the group distances.

在步驟632中,該處理器16將該等群心距離中的一具有最短群心距離者所對應的該群心作為該目標群心。 In step 632, the processor 16 uses the group center corresponding to the one with the shortest group center distance among the group center distances as the target group center.

在步驟64中,該處理器16根據該目標識別碼,從該等資訊表中獲得相同於該目標識別碼之識別碼所對應的一相關於該電視節目的目標資訊表(亦即,相關於該電視節目的事件資訊表)。 In step 64, the processor 16 obtains a target information table related to the television program (i.e., an event information table related to the television program) corresponding to an identification code identical to the target identification code from the information tables according to the target identification code.

在步驟65中,該處理器16將相關於該電視節目的該目標資訊表進行解碼,以獲得該電視節目所屬之一目標節目類型。藉此,便可根據當前所播放之該視頻獲得對應的節目類型(新聞、戲劇、戲曲、音樂、劇集、電影、娛樂、體育、綜藝節目,或社會教育)。 In step 65, the processor 16 decodes the target information table related to the television program to obtain a target program type to which the television program belongs. In this way, the corresponding program type (news, drama, opera, music, series, movie, entertainment, sports, variety show, or social education) can be obtained according to the video currently being played.

在步驟66中,該處理器16根據該目標群心及該第二查找表,獲得對應該目標群心之該目標表情圖案,並根據該目標節目類型及該第一查找表,獲得對應該目標節目類型之該目標節目類型圖 案,以將該目標表情圖案與該目標節目類型圖案作為該圖案輸出。 In step 66, the processor 16 obtains the target expression pattern corresponding to the target group center according to the target group center and the second lookup table, and obtains the target program type pattern corresponding to the target program type according to the target program type and the first lookup table, so as to output the target expression pattern and the target program type pattern as the pattern.

在步驟67中,該處理器16將該圖案輸出疊合顯示在該顯示器12所播放的該視頻上,以在該視頻被該顯示器12播放時顯示有該目標表情圖案與該目標節目類型圖案。藉此,便可將當前所播放之節目的節目類型圖案及情境圖案顯示於該顯示器12供使用者更加融入電視節目。 In step 67, the processor 16 outputs the pattern and overlays it on the video played by the display 12, so that the target expression pattern and the target program type pattern are displayed when the video is played by the display 12. In this way, the program type pattern and the situation pattern of the currently played program can be displayed on the display 12 for the user to better integrate into the TV program.

值得特別說明的是,在另一實施列中,該圖案標示程序之步驟62~63與步驟64~65之順序可以對調,或是同時進行,並不局限於此,也就是說,獲得該目標群心的方法(步驟62~63)及獲得該目標節目類型的方法(步驟64~65)的先後順序並不局限,亦可先執行步驟64~65以獲得該目標節目類型,接續再執行步驟62~63以獲得該目標群心,或同時進行步驟62~63及步驟64~65,以同時獲得該目標群心及該目標節目類型。 It is worth mentioning that in another embodiment, the order of steps 62-63 and steps 64-65 of the pattern marking procedure can be swapped or performed simultaneously, and is not limited thereto. In other words, the order of the method for obtaining the target group heart (steps 62-63) and the method for obtaining the target program type (steps 64-65) is not limited, and steps 64-65 can be performed first to obtain the target program type, and then steps 62-63 can be performed to obtain the target group heart, or steps 62-63 and steps 64-65 can be performed simultaneously to obtain the target group heart and the target program type.

綜上所述,本發明圖案顯示方法,藉由該處理器16將該等語音特徵群集分群以獲得該等群心,且該解多工器11將該頻道資料進行解多工以獲得該等資訊表,該處理器16根據該等資訊表獲得該音頻,且將該音頻進行該語音轉換以獲得該語音特徵向量,並根據該語音特徵向量及該第二查找表獲得該目標群心,藉此,便可根據當前所播放之該音頻獲得對應的情境,此外,該處理器16從該等資訊表獲得該目標資訊表,且將該目標資訊表進行解碼以獲得該目 標節目類型,便可根據當前所播放之該視頻獲得對應的節目類型,再將該目標群心所對應之該目標表情圖案及該目標節目類型所對應之該目標節目類型圖案作為該圖案輸出及疊合顯示,藉此,以將相關於該電視節目之情境及節目類型顯示於該顯示器12供使用者更加融入電視節目,故確實能達成本發明的目的。 In summary, the pattern display method of the present invention uses the processor 16 to group the voice feature clusters to obtain the group centers, and the demultiplexer 11 demultiplexes the channel data to obtain the information tables. The processor 16 obtains the audio according to the information tables, and performs the voice conversion on the audio to obtain the voice feature vector, and obtains the target group center according to the voice feature vector and the second lookup table. In this way, the corresponding situation can be obtained according to the audio currently being played. In addition, the processor 16 The target information table is obtained from the information tables, and the target information table is decoded to obtain the target program type, so that the corresponding program type can be obtained according to the video currently being played, and then the target expression pattern corresponding to the target group and the target program type pattern corresponding to the target program type are output as the pattern and superimposed and displayed, thereby displaying the situation and program type related to the TV program on the display 12 for the user to better integrate into the TV program, so that the purpose of the present invention can be achieved.

惟以上所述者,僅為本發明的實施例而已,當不能以此限定本發明實施的範圍,凡是依本發明申請專利範圍及專利說明書內容所作的簡單的等效變化與修飾,皆仍屬本發明專利涵蓋的範圍內。 However, the above is only an example of the implementation of the present invention, and it cannot be used to limit the scope of the implementation of the present invention. All simple equivalent changes and modifications made according to the scope of the patent application of the present invention and the content of the patent specification are still within the scope of the patent of the present invention.

61~67:步驟 61~67: Steps

Claims (8)

一種圖案顯示方法,藉由一顯示裝置來實施,以至少根據一相關於一電視節目之頻道資料顯示一圖案,該顯示裝置包含一顯示器、一解多工器、一儲存器,及一電連接該顯示器、該解多工器及該儲存器的處理器,該顯示器用於顯示一相關於該電視節目之視頻,該儲存器至少儲存有一第一查找表,該第一查找表包括多個不同節目類型及其所分別對應的多個節目類型圖案,該圖案顯示方法包含以下步驟: (A)當該解多工器接收到該頻道資料時,根據該頻道資料進行解多工,以獲得一節目專用資訊及對應該節目專用資訊之一服務資訊的多個資訊表,並根據該節目專用資訊獲得相關於該電視節目之該視頻及一音頻,且將該等資訊表傳送至該處理器; (B)該處理器根據該等資訊表獲得一相關於該電視節目所屬之節目類型的目標資訊表; (C)該處理器將該目標資訊表進行解碼,以獲得該電視節目所屬之一目標節目類型; (D)該處理器至少根據該目標節目類型及該第一查找表,獲得對應該目標節目類型之一目標節目類型圖案,以將該目標節目類型圖案作為該圖案輸出;及 (E)該處理器將該圖案輸出疊合顯示在該顯示器所播放的該視頻上,以在該視頻被該顯示器播放時顯示有該目標節目類型圖案。 A pattern display method is implemented by a display device to display a pattern at least according to channel data related to a television program. The display device includes a display, a demultiplexer, a memory, and a processor electrically connected to the display, the demultiplexer and the memory. The display is used to display a video related to the television program. The memory stores at least a first lookup table, which includes a plurality of different program types and their corresponding program type patterns. The pattern display method includes the following steps: (A) When the demultiplexer receives the channel data, it performs demultiplexing according to the channel data to obtain a plurality of information tables of program-specific information and a service information corresponding to the program-specific information, and obtains the video and an audio related to the TV program according to the program-specific information, and transmits the information tables to the processor; (B) The processor obtains a target information table related to the program type to which the TV program belongs according to the information tables; (C) The processor decodes the target information table to obtain a target program type to which the TV program belongs; (D) The processor obtains a target program type pattern corresponding to the target program type based on at least the target program type and the first lookup table, and outputs the target program type pattern as the pattern; and (E) The processor superimposes the pattern output on the video played by the display, so that the target program type pattern is displayed when the video is played by the display. 如請求項1所述的圖案顯示方法,該顯示裝置根據該頻道資料及該音頻顯示該圖案輸出,該儲存器還儲存有一第二查找表,該第二查找表包括多個群心及其所分別對應的多個表情圖案,該等群心分別對應多種不同語音類別聲調之多個語音特徵群集,其中,在步驟(A)中,該解多工器還將該音頻傳送至該處理器,在步驟(A)及步驟(D)之間,還包含以下步驟: (H)該處理器根據該音頻,獲得一語音特徵向量;及 (I)該處理器根據該語音特徵向量及該第二查找表中的該等群心,獲得一目標群心; 其中,在步驟(D)中,該處理器還根據該目標群心及該第二查找表,獲得對應該目標群心之一目標表情圖案,且將該目標表情圖案與該目標節目類型圖案作為該圖案輸出。 As described in claim 1, the display device displays the pattern output according to the channel data and the audio, and the memory also stores a second lookup table, which includes multiple group centers and their corresponding multiple expression patterns, and the group centers correspond to multiple voice feature clusters of multiple different voice category tones, wherein in step (A), the demultiplexer also transmits the audio to the processor, and between step (A) and step (D), the following steps are also included: (H) The processor obtains a voice feature vector according to the audio; and (I) The processor obtains a target group center according to the voice feature vector and the group centers in the second lookup table; Wherein, in step (D), the processor also obtains a target expression pattern corresponding to the target group center according to the target group center and the second lookup table, and outputs the target expression pattern and the target program type pattern as the pattern. 如請求項2所述的圖案顯示方法,其中,在步驟(H)中,該處理器是將該音頻進行一語音轉換以獲得該語音特徵向量。A pattern display method as described in claim 2, wherein in step (H), the processor performs a speech conversion on the audio to obtain the speech feature vector. 如請求項2所述的圖案顯示方法,其中,步驟(I)包括以下子步驟: (I-1)該處理器計算該語音特徵向量與該第二查找表中的每一群心間之距離,以獲得多個群心距離;及 (I-2)該處理器將該等群心距離中的一具有最短群心距離者所對應的該群心作為該目標群心。 The pattern display method as described in claim 2, wherein step (I) includes the following sub-steps: (I-1) the processor calculates the distance between the speech feature vector and each center of the group in the second lookup table to obtain a plurality of center of the group distances; and (I-2) the processor uses the center of the group corresponding to the one with the shortest center of the group distance as the target center of the group. 如請求項2所述的圖案顯示方法,該儲存器還儲存有多個分別對應多個不同之人員的訓練音訊檔,在步驟(A)之前,還包含以下步驟: (J)對於每一訓練音訊檔,該處理器將該訓練音訊檔進行一語音轉換以獲得一訓練特徵向量;及 (K)該處理器利用一分群演算法將該等訓練特徵向量分為該等語音特徵群集,並將每一語音特徵群集之群心儲存於該儲存器的該第二查找表。 As described in claim 2, the memory also stores a plurality of training audio files corresponding to a plurality of different persons, and before step (A), the memory also includes the following steps: (J) For each training audio file, the processor performs a speech conversion on the training audio file to obtain a training feature vector; and (K) The processor uses a grouping algorithm to divide the training feature vectors into the speech feature clusters, and stores the cluster center of each speech feature cluster in the second lookup table of the memory. 如請求項5所述的圖案顯示方法,其中,在步驟(K)中,藉由該分群演算法所獲得的該等語音特徵群集分別為一開心語音特徵群集、一生氣語音特徵群集、一傷心語音特徵群集,及一喜悅語音特徵群集。A pattern display method as described in claim 5, wherein, in step (K), the voice feature clusters obtained by the clustering algorithm are respectively a happy voice feature cluster, an angry voice feature cluster, a sad voice feature cluster, and a joyful voice feature cluster. 如請求項1所述的圖案顯示方法,該儲存器還儲存有一對應於與節目類型相關之資料表的目標識別碼,其中,每一資訊表對應一識別碼,在步驟(B)中,該處理器是根據該目標識別碼,從該等資訊表中獲得相同於該目標識別碼之識別碼所對應的該目標資訊表。In the pattern display method as described in claim 1, the memory also stores a target identification code corresponding to a data table related to the program type, wherein each information table corresponds to an identification code, and in step (B), the processor obtains the target information table corresponding to the identification code identical to the target identification code from the information tables based on the target identification code. 如請求項1所述的圖案顯示方法,其中,該節目專用資訊包含一節目對映表、一節目關聯表、一網路資訊表,及一條件存取表,該服務資訊包含該節目專用資訊之網路資訊表、一業務資訊表,及一事件資訊表。A pattern display method as described in claim 1, wherein the program-specific information includes a program mapping table, a program association table, a network information table, and a conditional access table, and the service information includes a network information table of the program-specific information, a business information table, and an event information table.
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