1. Technical Field
The present invention relates to a voice analyzer and a voice analysis system.
According to an aspect of the invention, there is provided a voice analyzer including: a first voice acquisition unit that is provided in a place where a distance of a sound wave propagation path from a mouth of a user is a first distance and that acquires a voice of the user; plural second voice acquisition units that are provided in places where distances of sound wave propagation paths from the mouth of the user are smaller than the first distance and that acquire a voice of the user; and an identification unit that identifies whether the voices acquired by the first and second voice acquisition units are voices of the user or voices of others excluding the user on the basis of a result of comparison between first sound pressure of a voice signal of the voice acquired by the first voice acquisition unit and second sound pressure calculated from sound pressure of a voice signal of the voice acquired by each of the plural second voice acquisition units.
Exemplary embodiments of the present invention will be described in detail based on the following figures, wherein:
Hereinafter, an exemplary embodiment of the invention will be described in detail with reference to the accompanying drawings.
Example of the System Configuration
As shown in
The terminal apparatus 10 as an example of the voice analyzer includes at least three microphones (a first microphone 111, a second microphone 112, and a third microphone 113) and amplifiers (a first amplifier 131, a second amplifier 132, and a third amplifier 133). In addition, the terminal apparatus 10 includes a voice analysis unit 15 that analyzes the recorded voice and a data transmission unit 16 that transmits an analysis result to the host apparatus 20, and further includes a power supply unit 17.
The first to third microphones 111 to 113 are disposed at different positions, at which distances of sound wave propagation paths from the mouth (speaking portion) of the wearer (hereinafter, simply referred to as “distances”) are different.
Here, the first microphone 111 as an example of a first voice acquisition unit is disposed at the position (for example, about 35 cm) far from the mouth (speaking portion) of the wearer. In addition, the second and third microphones 112 and 113 as examples of a second voice acquisition unit are disposed at the position (for example, about 10 cm) close to the mouth (speaking portion) of the wearer. In addition, the second and third microphones 112 and 113 are disposed such that the distance between the mouth of the wearer and the second microphone 112 and the distance between the mouth of the wearer and the third microphone 113 are the same.
Various types of known microphones, such as a dynamic type microphone and a capacitor type microphone, may be used as the first to third microphones 111 to 113 in the present exemplary embodiment. In particular, it is preferable to use a non-directional MEMS (Micro Electro Mechanical Systems) type microphone.
The first to third amplifiers 131 to 133 amplify electric signals (voice signals) that the first to third microphones 111 to 113 output according to the acquired voice. Known operational amplifiers or the like may be used as the first to third amplifiers 131 to 133 in the present exemplary embodiment.
The voice analysis unit 15 analyzes the voice signals output from the first to third amplifiers 131 to 133. In addition, the voice analysis unit 15 determines whether the voice acquired by the first to third microphones 111 to 113 is a voice from the wearer, who wears the terminal apparatus 10, or voices from others. That is, the voice analysis unit 15 functions as a speaker identification unit that identifies a speaker of the voice on the basis of voices acquired by the first to third microphones 111 to 113. Details of specific processing for identification of a speaker will be described later.
The data transmission unit 16 transmits the acquired data including the analysis result of the voice analysis unit 15 and the ID of the terminal apparatus 10 to the host apparatus through the wireless communication line. As the information transmitted to the host apparatus 20, for example, information regarding the voice acquisition time, sound pressure of the acquired voice, and the like of the first to third microphones 111 to 113 may be included in addition to the analysis result according to processing performed in the host apparatus 20. In addition, a data storage unit that stores the analysis result of the voice analysis unit 15 may be provided in the terminal apparatus 10, and data stored for a certain period of time may be collectively transmitted. In addition, the data may be transmitted through a cable line.
The power supply unit 17 supplies electric power to the first to third microphones 111 to 113, the first to third amplifiers 131 to 133, the voice analysis unit 15, and the data transmission unit 16. As a power supply, it is possible to use known power supplies, such as a dry battery and a rechargeable battery, for example. In addition, the power supply unit 17 includes known circuits, such as a voltage conversion circuit and a charging control circuit, when necessary.
The host apparatus 20 includes a data receiving unit 21 that receives the data transmitted from the terminal apparatus 10, a data storage unit 22 that stores the received data, a data analysis unit 23 that analyzes the stored data, and an output unit 24 that outputs an analysis result. The host apparatus 20 is realized by an information processing apparatus, such as a personal computer, for example. Moreover, in the present exemplary embodiment, the plural terminal apparatuses 10 are used as described above, and the host apparatus 20 receives the data from each of the plural terminal apparatuses 10.
The data receiving unit 21 corresponds to the wireless communication line described above, and receives the data from each terminal apparatus 10 and transmits it to the data storage unit 22. The data storage unit 22 is realized by a memory of a magnetic disk device of a personal computer, for example, and stores the received data acquired from the data receiving unit 21 for each speaker. Here, identification of a speaker is performed on the basis of a terminal ID transmitted from the terminal apparatus 10 and a combination of a speaker name and a terminal ID registered in the host apparatus 20 in advance. In addition, instead of the terminal ID, a wearer name may be transmitted from the terminal apparatus 10.
The data analysis unit 23 is realized by a CPU program-controlled by a personal computer, for example, and analyzes the data stored in the data storage unit 22. As the specific analysis content and analysis method, various kinds of content and methods may be adopted depending on the purpose or aspect of use of the system according to the present exemplary embodiment. For example, the frequency of conversation between wearers of the terminal apparatus 10 or the tendency of a conversation partner of each wearer is analyzed, or the relationship of speakers in a conversation is estimated from the information regarding the length or sound pressure of each voice in the conversation.
The output unit 24 outputs an analysis result of the data analysis unit 23 or performs output based on the analysis result. As the output unit, various kinds of units including display of a display device, printout using a printer, and voice output may be adopted according to the purpose or aspect of use of the system, the content or format of an analysis result, and the like.
Example of the Configuration of a Terminal Apparatus
As described above, the terminal apparatus 10 is used in a state worn by each user. The terminal apparatus 10 in the present exemplary embodiment is configured to include an apparatus body 30 and a hanging string 40 connected to the apparatus body 30 so that the user may wear the terminal apparatus 10, as shown in
The apparatus body 30 is configured such that at least circuits for realizing the first to third amplifiers 131 to 133, the voice analysis unit 15, the data transmission unit 16, and the power supply unit 17 and a power supply (battery) of the power supply unit 17 are housed in a rectangular parallelepiped thin case 31 formed of metal, resin, or the like. A pocket through which an ID card, on which ID information such as the name or team of the wearer is displayed, is inserted may be provided in the case 31. In addition, such ID information or the like may be printed on the surface of the case 31, or a seal on which the ID information or the like is described may be attached to the surface of the case 31.
The first to third microphones 111 to 113 are provided in the hanging string 40 (hereinafter, referred to as microphones 111 and 112 or microphones 111 to 113 when the first to third microphones 111 to 113 are not distinguished from each other) . The microphones 111 to 113 are connected to the first to third amplifiers 131 to 133 housed in the apparatus body 30 by cables (electric wires or the like) passing through the inside of the hanging string 40. As materials of the hanging string 40, it is possible to use known various materials, such as leather, synthetic leather, cotton, other natural fibers, synthetic fiber using resin, and metal. In addition, coating processing using silicon resin, fluorine resin, or the like may be performed.
The hanging string 40 has a cylindrical structure, and the microphones 111 to 113 are housed inside the hanging string 40. By providing the microphones 111 to 113 inside the hanging string 40, it is possible to prevent damage or contamination of the microphones 111 to 113, and it is suppressed that a participant in a dialogue is aware of the existence of the microphones 111 to 113. In addition, the first microphone 111 disposed at the position far from the mouth (speaking portion) of the wearer may be provided in the apparatus body 30 so as to be housed in the case 31. In the present exemplary embodiment, a case where the first microphone 111 is provided in the hanging string 40 will be described as an example.
Referring to
The second microphone 112 is provided at the position (for example, a position of about 20 cm to 30 cm from a connection portion) distant from the end of the hanging string 40 connected to the apparatus body 30. Accordingly, in a state where the wearer wears the hanging string 40 on the neck so that the apparatus body 30 is hung from the neck, the second microphone 112 is located on the neck (for example, a position equivalent to the collarbone) of the wearer and is disposed at the position distant from the mouth (speaking portion) of the wearer by about 10 cm to 20 cm.
In addition, the third microphone 113 is provided at the position (for example, a position of about 20 cm to 30 cm from a connection portion) distant from the end of the hanging string 40 connected to the apparatus body 30. Accordingly, similar to the second microphone 112, in a state where the wearer wears the hanging string 40 on the neck so that the apparatus body 30 is hung from the neck, the third microphone 113 is located on the neck (for example, a position equivalent to the collarbone) of the wearer and is disposed at the position distant from the mouth (speaking portion) of the wearer by about 10 cm to 20 cm.
In addition, in the present exemplary embodiment, the second and third microphones 112 and 113 are provided so that their positions in the direction of the wearer's shoulder are different. The second microphone 112 is disposed at the right shoulder side of the wearer, and the third microphone 113 is disposed at the left shoulder side of the wearer.
More specifically, in the present exemplary embodiment, the hanging string 40 formed in an annular shape is hung on the neck of the wearer and is pulled downward by the apparatus body 30, to hanging string 40. As a result, a first portion 41, which extends from a portion connected to the apparatus body 30 toward the back of the neck of the wearer through the right shoulder side of the wearer, and a second portion 42, which starts from a portion connected to the apparatus body 30 and extends toward the back of the neck of the wearer through the left shoulder side of the wearer, are provided in the hanging string 40. In addition, in the present exemplary embodiment, the second microphone 112 is fixed to the first portion 41, and the third microphone 113 is fixed to the second portion 42.
Here, the microphones 111 to 113 are not limited to being provided in the hanging string 40 as described above, and the wearer may wear the microphones 111 to 113 using various methods. For example, each of the first to third microphones 111 to 113 may be separately fixed to clothes using a pin or the like. In addition, it is also possible to prepare a dedicated mounting fixture designed so that each of the first to third microphones 111 to 113 is fixed at a desired position.
In addition, the configuration of the apparatus body 30 is not limited to the configuration shown in
In addition, mobile phones or known portable electronic information terminals may be configured to realize a function of receiving a voice signal from the microphones 111 to 113 and amplifying and analyzing the voice signal. Here, when the first microphone 111 is provided in the apparatus body 30, it is necessary to hold the positional relationship between the first and second microphones 111 and 112 and the positional relationship between the first and third microphones 111 and 113 as described above. Accordingly, the position of the apparatus body 30 at the time of carrying is specified.
In addition, the microphones 111 to 113 and the apparatus body 30 (or the voice analysis unit 15) may be wirelessly connected to each other instead of being connected using a cable. In addition, although the first to third amplifiers 131 to 133, the voice analysis unit 15, the data transmission unit 16, and the power supply unit 17 are housed in the single case 31 in the above example of the configuration, they may be grouped into plural parts. For example, the power supply unit 17 may be connected to an external power supply without being housed in the case 31.
Identification of a speaker (wearer and others) based on non-linguistic information of recorded voice
Next, a method of identifying a speaker in the present exemplary embodiment will be described.
Moreover, in the following explanation, an identification method when two microphones of the first and second microphones 111 and 112 are used will be described first, and the basic aspect of the present exemplary embodiment will be described. Then, an identification method when three microphones of the first to third microphones 111 to 113 are used will be described.
In the present exemplary embodiment, it is determined whether the speaker of the recorded voice is the wearer or others. In addition, in the present exemplary embodiment, speaker identification is performed on the basis of the non-linguistic information, such as sound pressure (volume input to the microphones 111 and 112) instead of the linguistic information acquired using morphological analysis or dictionary information of the information regarding the recorded voice. That is, a speaker of the voice is identified from the speaking situation specified by the non-linguistic information instead of the content of speaking specified by the linguistic information.
As described with reference to
Specifically, the distance between the first microphone 111 and the sound source is about 1.5 to 4 times the distance between the second microphone 112 and the sound source. Here, sound pressure of the recorded voice in each of the microphones 111 and 112 decreases (distance decrease) as the distance between each of the microphones 111 and 112 and the sound source increases. Therefore, for the voice of the wearer, the sound pressure of the recorded voice in the first microphone 111 is greatly different from the sound pressure of the recorded voice in the second microphone 112.
On the other hand, assuming that the mouth (speaking portion) of a person other than the wearer (another person) is a sound source, the distance between the first microphone 111 and the sound source and the distance between the second microphone 112 and the sound source do not change greatly since another person is separated from the wearer. Although there may be a difference between both the distances depending on the position of another person with respect to the wearer, the distance between the first microphone 111 and the sound source is not several times the distance between the second microphone 112 and the sound source except for the case when the mouth (speaking portion) of the wearer is a sound source. Therefore, for the voice of another person, the sound pressure of the recorded voice in the first microphone 111 is not largely different from the sound pressure of the recorded voice in the second microphone 112 as in the case of the voice of the wearer.
In the relationship shown in
La1>La2 (La1≅1.5×La2˜4×La2)
Lb1≅Lb2
As described above, the sound pressure distance-decreases with the distance between each of the microphones 111 and 112 and the sound source. In
In the present exemplary embodiment, therefore, a voice of the wearer and voices of others in the recorded voices are identified using the difference of the sound pressure ratio. In addition, although the distances Lb1 and Lb2 are set to 60 cm in the example shown in
As described with reference to
In the present exemplary embodiment, therefore, a threshold value of the ratio between the sound pressure of the second microphone 112 and the sound pressure of the first microphone 111 is set. In addition, a voice with a larger sound pressure ratio than the threshold value is determined to be the voice of the wearer, and a voice with a smaller sound pressure ratio than the threshold value is determined to be the voice of another person. In the example shown in
Incidentally, not only the voice but also so-called noise, such as environmental sounds, is included in the voice recorded by the microphones 111 and 112. The relationship of the distance between the sound source of noise and each of the microphones 111 and 112 is similar to that in the case of voices of others. That is, according to the example shown in
Example of an Operation of a Terminal Apparatus
As shown in
The voice analysis unit 15 performs filtering processing on the signal amplified by each of the first and second amplifiers 131 and 132 to remove noise components, such as environmental sounds, from the signal (step 603). Then, the voice analysis unit 15 calculates the average sound pressure in the recorded voice of each of the microphones 111 and 112 for the signal, from which noise components are removed, every fixed time unit (for example, few tenths of a second to few hundredths of a second) (step 604).
When there is a gain of the average sound pressure, which is calculated in step 604, in each of the microphones 111 and 112 (Yes in step 605), the voice analysis unit 15 determines that there is a voice (speaking has been done). Then, the voice analysis unit 15 calculates the ratio (sound pressure ratio) between the average sound pressure in the first microphone 111 and the average sound pressure in the second microphone 112 (step 606). Then, when the sound pressure ratio calculated in step 606 is larger than the threshold value (Yes in step 607), the voice analysis unit 15 determines that the voice is from the wearer (step 608). In addition, when the sound pressure ratio calculated in step 606 is smaller than the threshold value (No in step 607), the voice analysis unit 15 determines that the voice is from another person (step 609).
On the other hand, when there is no gain of the average sound pressure in each of the microphones 111 and 112 calculated in step 604 (No in step 605), the voice analysis unit 15 determines that there is no voice (speaking has not been performed) (step 610). In addition, regarding the determination instep 605, it may be determined that there is a gain when the value of the gain of average sound pressure is equal to or larger than the value set in advance, in consideration of a case where noise which is not removed by filtering processing in step 603 remains in the signal.
Then, the voice analysis unit 15 transmits the information (information regarding whether or not there is a voice and information regarding a speaker) obtained by the processing in steps 604 to 610, as an analysis result, to the host apparatus 20 through the data transmission unit 16 (step 611). In this case, the length of speaking time of each speaker (wearer or another person), the value of the gain of average sound pressure, and other additional information items may be transmitted to the host apparatus 20 together with the analysis result.
In addition, in the present exemplary embodiment, determination regarding whether the voice is a voice from the wearer or a voice from another person is performed by comparing the sound pressure of the first microphone 111 with the sound pressure of the second microphone 112. In the present exemplary embodiment, any kind of speaker identification may be performed if it is performed on the basis of the non-linguistic information extracted from the voice signals themselves acquired by the microphones 111 and 112, without being limited to the comparison of sound pressure.
For example, it is also possible to compare the voice acquisition time (output time of a voice signal) in the first microphone 111 with the voice acquisition time in the second microphone 112. In this case, since there is a large difference between the distance from the mouth (speaking portion) of the wearer to the first microphone 111 and the distance from the mouth (speaking portion) of the wearer to the second microphone 112, a difference of the voice acquisition time occurs to some extent for the voice of the wearer.
On the other hand, since there is a small difference between the distance from the mouth (speaking portion) to the first microphone 111 and the distance from the mouth (speaking portion) to the second microphone 112, a small difference of the voice acquisition time occurs for the voice of another person. Therefore, it is possible to set a threshold value of the time difference of voice acquisition time and to determine that the voice is from the wearer when the time difference of voice acquisition time is larger than the threshold value and determine that the voice is from another person when the time difference of voice acquisition time is smaller than the threshold value.
Incidentally, when the wearer speaks, the mouth (speaking portion) of the wearer does not remain in a fixed position, but the position changes with shaking of the wearer. Here, when the position changes so that the mouth of the wearer becomes far from the second microphone 112, the sound pressure ratio which is a ratio between the sound pressure of the second microphone 112 and the sound pressure of the first microphone 111 may not exceed the threshold value described above. As a result, the voice of the wearer may be recognized as voice of another person.
In other words, when the position changes so that the mouth of the wearer becomes far from the second microphone 112, the distance La1 (refer to
This will be described more specifically with reference to
In addition, if the sound pressure in the second microphone 112 decreases, a difference between the sound pressure in the second microphone 112 and the sound pressure in the first microphone 111 is reduced as indicated by reference numeral 7A in
In this processing, similar to the processing described above, the microphones 111 to 113 of the terminal apparatus 10 acquire voices first, and electric signals (voice signals) corresponding to the acquired voices are transmitted from the microphones 111 to 113 to the first to third amplifiers 131 to 133, respectively (step 801). When the voice signals from the microphones 111 to 113 are acquired, the first to third amplifiers 131 to 133 amplify the signals and transmit the amplified signals to the voice analysis unit 15 (step 802).
The voice analysis unit 15 performs filtering processing on the signal amplified by each of the first to third amplifiers 131 to 133 to remove noise components, such as environmental sounds, from the signal (step 803). Then, the voice analysis unit 15 calculates the average sound pressure in the recorded voice of each of the microphones 111 to 113 for the signal, from which noise components are removed, every fixed time unit (for example, few tenths of a second to few hundredths of a second) (step 804).
Then, when there is a gain of the average sound pressure, which is calculated in step 804, in each of the microphones 111 to 113 (Yes in step 805), the voice analysis unit 15 determines that there is a voice (speaking has been done), and also compares the average sound pressure in the second microphone 112 with the average sound pressure in the third microphone 113 and specifies the larger average sound pressure (step 806).
Then, the ratio (sound pressure ratio) between the larger average sound pressure specified in step 806 and the average sound pressure in the first microphone 111 is calculated (step 807). In other words, in the present exemplary embodiment, one average sound pressure which becomes the basis of the sound pressure ratio is calculated by comparing two average sound pressures, and the sound pressure ratio is calculated from the calculated one average sound pressure and the average sound pressure in the first microphone 111. Then, when the sound pressure ratio calculated in step 807 is larger than the threshold value (Yes in step 808), the voice analysis unit 15 determines that the voice is from the wearer (step 809). In addition, when the sound pressure ratio calculated in step 807 is smaller than the threshold value (No in step 808), the voice analysis unit 15 determines that the voice is from another person (step 810).
On the other hand, when there is no gain of the average sound pressure in each of the microphones 111 to 113 calculated in step 804 (No in step 805), the voice analysis unit 15 determines that there is no voice (speaking has not been performed) as described above (step 811). In addition, regarding the determination in step 805, it may be determined that there is a gain when the value of the gain of average sound pressure is equal to or larger than the fixed value as described above, in consideration of a case where noise which is not removed by filtering processing in step 803 remains in the signal. Then, the voice analysis unit 15 transmits the information (information regarding whether or not there is a voice and information regarding a speaker) obtained by the processing insteps 804 to 811, as an analysis result, to the host apparatus 20 through the data transmission unit 16 (step 812).
As described above, in the present exemplary embodiment, when the wearer faces the wearer's left shoulder side that is an opposite side to the side on which the second microphone 112 is provided, the sound pressure in the second microphone 112 decreases. On the other hand, the third microphone 113 is provided at the left shoulder side of the wearer. Accordingly, as indicated by the one-dotted chain line in
Moreover, in this case, the difference between the sound pressure in the third microphone 113 and the sound pressure in the first microphone 111 is larger than the difference between the sound pressure in the second microphone 112 and the sound pressure in the first microphone 111. Moreover, in the present exemplary embodiment, the sound pressure ratio is calculated on the basis of the sound pressure in the third microphone 113, which is the larger sound pressure, and the sound pressure in the first microphone 111 in step 807 described above. As a result, in the present exemplary embodiment, a possibility that the sound pressure ratio will exceed the above-described threshold value increases, and this suppresses the recognition of a wearer's voice as voice of another person.
In addition, the position of the third microphone 113 is not limited to the position described above. For example, as shown in
Also in this case, as indicated by a double-dotted chain line in
As a result, also in this case, a possibility that the sound pressure ratio will exceed the above-described threshold value increases, and this suppresses the recognition of a wearer's voice as voice of another person. In addition, in the example of the configuration shown in
In addition, although two microphones are provided near the mouth of the wearer in the above, the number of microphones provided near the mouth of the wearer is not limited to two, and three or more microphones may be provided. Moreover, in this case, the sound pressure ratio is calculated on the basis of the largest sound pressure in the three or more microphones provided and the sound pressure in the first microphone 111.
In addition, when the number of microphones provided near the mouth of the wearer is set to 3 or more, a configuration may be considered in which a fourth microphone 114 is provided between the second microphone 112 provided in the first portion 41 and the third microphone 113 provided in the second portion 42, for example, as shown in
In addition, in the above, the case has been described in which the second and third microphones 112 and 113 are axisymmetrically disposed with the wearer's centerline (centerline from the head toward the feet which passes through a middle portion of the wearer in the shoulder width direction) as its axis of symmetry. However, the second and third microphones 112 and 113 may also be asymmetrically disposed with the centerline of the wearer as its axis of symmetry without being limited to the arrangement described above.
In addition, in the above, the case has been described in which the second and third microphones 112 and 113 are disposed such that the distance between the mouth of the wearer and the second microphone 112 becomes equal to the distance between the mouth of the wearer and the third microphone 113. However, as long as the second and third microphones 112 and 113 are located closer to the mouth of the wearer than the first microphone 111 is, the distance between the mouth of the wearer and the second microphone 112 may be different from the distance between the mouth of the wearer and the third microphone 113.
In addition, in the above, the case has been described in which speaker identification is performed on the basis of the sound pressure in the first microphone 111 and the larger one of the sound pressure in the second microphone 112 and the sound pressures in the third microphone 113. However, speaker identification may also be performed on the basis of the voice acquisition time in the first microphone 111 and the earlier one of the voice acquisition time (output time of a voice signal) in the second microphone 112 and the voice acquisition time in the third microphone 113.
In addition, in the above, the case has been described in which speaker identification is performed on the basis of the sound pressure ratio between the sound pressure in the first microphone 111 and the largest sound pressure in plural microphones disposed near the mouth of the wearer. However, it is also possible to calculate average sound pressure from the sound pressure in each of plural microphones disposed near the mouth of the wearer and to identify the speaker on the basis of the sound pressure ratio between the average sound pressure and the sound pressure in the first microphone 111.
Application Example of a System and Functions of a Host Apparatus
In the system according to the present exemplary embodiment, information regarding the speaking (hereinafter, referred to as speaking information) obtained as described above by the plural terminal apparatuses 10 are collected in the host apparatus 20. Using the information acquired from the plural terminal apparatuses 10, the host apparatus 20 performs various analyses according to the purpose or aspect of use of the system. Hereinafter, an example will be described in which the present exemplary embodiment is used as a system that acquires the information regarding communication of plural wearers.
As shown in
The speaking information is separately transmitted from the terminal apparatuses 10A and 10B to the host apparatus 20. In this case, identification results of a speaker (wearer and another person) in the speaking information acquired from the terminal apparatus 10A and the speaking information acquired from the terminal apparatus 10B are opposite as shown in
Therefore, the host apparatus 20 in this application example determines that such information items indicate the same speaking situation by comparing the information acquired from the terminal apparatus 10A with the information acquired from the terminal apparatus 10B, and recognizes that the wearers A and B have a conversation. Here, at least the time information regarding the speaking, such as the length of speaking time in each speaking of each speaker, start time and end time of each speaking, and speaker change time (timing), is used as the information showing the speaking situation. In addition, in order to determine the speaking situation related to a specific conversation, only some of the time information regarding the speaking may be used, or other information may be additionally used.
In this application example, the host apparatus 20 includes a conversation information detecting section 201 that detects the speaking information (hereinafter, referred to as conversation information) from the terminal apparatus 10 of the wearer in conversation, among the speaking information items acquired from the terminal apparatus 10, and a conversation information analysis section 202 that analyzes the detected conversation information. The conversation information detecting section 201 and the conversation information analysis section 202 are realized as a function of the data analysis unit 23.
Also from the terminal apparatus 10 other than the terminal apparatuses 10A and 10B, the speaking information is transmitted to the host apparatus 20. The speaking information from each terminal apparatus 10 which is received by the data receiving unit 21 is stored in the data storage unit 22. In addition, the conversation information detecting section 201 of the data analysis unit 23 reads the speaking information of each terminal apparatus 10 stored in the data storage unit 22 and detects the conversation information which is the speaking information related to a specific conversation.
As shown in
In addition, the conditions required when the conversation information detecting section 201 detects the conversation information related to a specific conversation from the speaking information of the plural terminal apparatuses 10 are not limited to the relationship shown in
In addition, although the case where two wearers each of whom wears the terminal apparatus 10 have a conversation is shown in the above example, the number of persons participating in a conversation is not limited to two persons. When three or more wearers have a conversation, the terminal apparatus 10 worn by each wearer recognizes the voice of the wearer of the host apparatus as the voice of the wearer and distinguishes it from the voices of others (two or more persons). However, the information showing the speaking situation, such as speaking time or speaker change timing, is similar among the acquired information in each terminal apparatus 10. Therefore, similar to the case where two persons have a conversation, the conversation information detecting section 201 detects the speaking information acquired from the terminal apparatuses 10 of wearers participating in the same conversation and distinguishes it from the speaking information acquired from the terminal apparatuses 10 of wearers not participating in the conversation.
Then, the conversation information analysis section 202 analyzes the conversation information detected by the conversation information detecting section 201 and extracts the features of the conversation. In the present exemplary embodiment, as a specific example, the features of the conversation are extracted on the basis of three kinds of criteria for evaluation, that is, the degree of interaction, the degree of listening, and the degree of conversation activity. Here, the degree of interaction is assumed to indicate the balance of the speaking frequency of a conversation participant. The degree of listening is assumed to indicate the degree of listening to others in each conversation participant. The degree of conversation activity is assumed to indicate the density of speaking in the entire conversation.
The degree of interaction is specified by the number of times of speaker changes during the conversation and a variation in time taken until the speaker is changed (time for which one speaker speaks continuously). This may be obtained from the number of times of speaker changes and the time when the speaker change occurs in the conversation information in a fixed period. In addition, it is assumed that the value (level) of the degree of interaction increases as the number of times of speaker changes increases, that is, as a variation in continuous speaking time of each speaker decreases. This criterion for evaluation is common in all conversation information items (speaking information of each terminal apparatus 10) related to the same conversation.
The degree of listening is specified by the ratio of speaking time of each conversation participant and speaking time of others in conversation information. For example, in the following expression, it is assumed that the value (level) of the degree of listening increases as the value of speaking time of others increases.
Degree of listening=(speaking time of others)/(speaking time of a wearer)
This criterion for evaluation differs with the speaking information acquired from the terminal apparatus 10 of each conversation participant even in the conversation information related to the same conversation.
The degree of conversation activity is an index showing the so-called excitement of the conversation, and is specified by the ratio of silence time (time for which none of conversation participants speak) to the total conversation time. It is assumed that the value (level) of the degree of conversation activity increases as the total silence time becomes short (which means that any one of conversation participants speaks in the conversation). This criterion for evaluation is common in all conversation information items (speaking information of each terminal apparatus 10) related to the same conversation.
As described above, the features of a conversation related to the conversation information are extracted by the conversation information analysis of the conversation information analysis section 202. In addition, the way of participation of each participant in the conversation is specified by performing the analysis as described above. In addition, the above criteria for evaluation are just examples showing the features of a conversation, and criteria for evaluation according to the purpose or aspect of use of the system of the present exemplary embodiment may be set by adopting other evaluation criteria or giving a weighting to each item.
The tendency of communication in a group to which the wearer of the terminal apparatus 10 belongs may be analyzed by performing the above analysis for various kinds of conversation information detected by the conversation information detecting section 201 among the speaking information items stored in the data storage unit 22. Specifically, the tendency of conversation in a wearer's group may be determined by checking the number of conversation participants, conversation time, correlation between the values, such as the degree of interaction and the degree of conversation activity, and the occurrence frequency of conversation, for example.
In addition, the communication tendency of each wearer maybe analyzed by performing the analysis as described above for plural conversation information items of a specific wearer. The way of participation of a specific wearer in the conversation may have a certain tendency according to the conditions, such as a conversation partner or the number of conversation participants. Therefore, it may be expected that the features, such as “the speaking level increases in a conversation with a specific partner” or “the degree of listening becomes large if the number of conversation participants increases”, are detected by examining the plural conversation information items in a specific wearer.
In addition, the speaking information identification processing and the conversation information analysis processing described above just show the application example of the system according to the present exemplary embodiment, and do not limit the purpose or aspect of use of the system according to the present exemplary embodiment, the function of the host apparatus 20, and the like. The processing function for executing various kinds of analyses and examinations for the speaking information acquired by the terminal apparatus according to the present exemplary embodiment may be realized as a function of the host apparatus 20.
The foregoing description of the exemplary embodiments of the present invention has been provided for the purposes of illustration and description. It is not intended to be exhaustive or to limit the invention to the precise forms disclosed. Obviously, many modifications and variations will be apparent to practitioners skilled in the art. The embodiments were chosen and described in order to best explain the principles of the invention and its practical applications, thereby enabling others skilled in the art to understand the invention for various embodiments and with the various modifications as are suited to the particular use contemplated. It is intended that the scope of the invention be defined by the following claims and their equivalents.
Number | Date | Country | Kind |
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2011-288616 | Dec 2011 | JP | national |
This is a Continuation Application of application Ser. No. 13/465,230 filed May 7, 2012 and claims priority under 35 USC 119 from Japanese Patent Application No. 2011-288616 filed Dec. 28, 2011. The disclosures of the prior applications are hereby incorporated by reference herein in their entirety.
Number | Date | Country | |
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Parent | 13465230 | May 2012 | US |
Child | 14812612 | US |