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THE HUMAN MIND AT
WORK: HUMAN
LANGUAGE
PROCESSING
ď‚„ Psycholinguistics is the area of linguistics that is
 concerned with linguistic performance – how we use our
 linguistic competence – in speech (or sign) production and
 comprehension. The human brain is able not only to
 acquire and store the mental lexicon and grammar, but
 also to access that linguistic storehouse to speak and
 understand language in real time.

ď‚„ When we speak, we access our lexicon to find the words,
 and we use the rules of grammar to construct novel
 sentences and to produce the sounds that express the
 message we wish to convey. When we listen to speech
 and understand what is being said, we also access the
 lexicon and grammar to assign a structure and meaning to
 the sounds we hear.
Speaking and comprehending speech can be viewed as a
SPEECH CHAIN, a kind of “brain-to-brain” linking, as shown
below:




              Physiologic              Physiologic
 Linguistic                 Acoustic                 Linguistic
                   al                       al
   Level                     Level                     Level
                 level                    level
THE SPEECH SIGNAL

ď‚„ Acoustic phonetics is concerned with speech
 sounds, all of which can be heard by the normal
 human ear.
When we push air out of the lungs through the
 glottis, it causes the vocal cords to vibrate; this
 vibration in turn produces pulses of air that escape
 through the mouth (or sometimes the nose).
 These pulses are actually small variations in the
 air pressure caused by the wavelike motion of air
 molecules.
The sounds we produce can be described in
 terms of how fast the variations of the air
 pressure occur. This determines the
 fundamental frequency of the sounds and
 is perceived by the hearer as pitch. We can
 also describe the magnitude, or intensity, of
 the variations, which determines the
 loudness of the sound.
ď‚„An important tool in acoustic research is a
 computer program that decomposes the
 speech signal into its frequency
 components. When speech is fed into a
 computer (from a microphone or a
 recording), an image of the speech signal is
 displayed. The patterns produced are called
 SPECTOGRAMS or, more vividly,
 VOICEPRINTS.
•Spectogram also
shows formants

•concentration of
acoustic energy

•Group of
overtones
corresponding
resonating
frequency of the air
in the vocal tract
SPEECH PERCEPTION AND
         COMPREHENSION
ď‚„A central problem of speech perception is to
 explain how listeners carve up the continuous
 speech signal into meaningful units referred as
 “segmentation problem”. Another question is,
 how does the listener manage to recognize
 speech sounds when they occur in different
 contexts and when they are spoken by
 different people? This is referred to as the
 “lack of invariance problem”.
ď‚„In addressing the latter problem, experimental
 results show that the listeners can calibrate their
 perceptions to control for differences in the size
 and shape of the vocal tract of the speaker.

ď‚„Similarly, listeners adjust how they interpret timing
 information in the speech signal as a function of
 how quickly the speaker is talking. These
 normalization procedures enable the listener to
 understand a [d] as a [d] regardless of the
 speaker or the speech rate as we might expect,
 the units we perceive depend on the language we
 know.
English can perceive the
ex.

  difference between [l] and [r]
  because these phones represent
  distinct phonemes in the language.
  Speakers of Japanese have great
  difficulty in differentiating the two
  because they are allophones of
  one phoneme in their language.
ď‚„Returning to the segmentation problem,
 spoken words are seldom surrounded by
 boundaries such as pauses. Nevertheless,
 words are obviously units of perception.
 The spaces between them in writing
 support this view. How do we find the words
 in the speech stream?
A sniggle blick is
 procking a slar.
ď‚„ You would still be unable to assign a meaning to the
  sounds, because the meaning of a sentence relies
  mainly on the meaning of its words, and the only
  English lexical items in this string are the morphemes
  a, is and –ing.
ď‚„ The sentence lacks any English content words.
  You can decide that the sentence has no meaning
  only if you attempt (unconsciously and consciously) to
  search your mental lexicon for the phonological
  strings you decide are possible words.
ď‚„ Finding that there are no entries for sniggle, blick,
  prock and slar, you can conclude that the sentence
  contains nonsense strings. The segmentation and
  search of these “words” relies on knowing the
  grammatical morphemes and syntax.
The cat
chased the rat
ď‚„a similar lexical look-up process would lead you
 to conclude that an event concerning a cat, a rat,
 and the activity of chasing had occurred.
ď‚„You could only know this only by segmenting the
 words in the continuous speech signal, analyzing
 them into their phonological word units, and
 matching these units to similar strings stored in
 your lexicon, which also includes the meanings
 attached to these phonological representations.
 (This still would not enable you to understand
 who chased whom, because that requires
 syntactic analysis).
1. Over lunch, your friend tells you a story
   about a recent holiday, which was a
   disaster. You listen with interest and
   interject at appropriate moments, maybe to
   express surprise or sympathy.

2. That evening, another friend calls to invite
   you to a party at her house the following
   Saturday. As you’ve never been to her
   house before, she gives you directions. You
   listen carefully and make notes
BOTTOM-UP AND TOP-DOWN MODELS

ď‚„Top down processes proceed from semantic and
  syntactic information to the lexical information
  gained from the sensory input. Through use of
  such higher-level information, we can try to predict
  what is to follow in the signal.
      For example, upon hearing the determiner the,
  the speaker begins constructing an NP and
  expects that the next word could be a noun, as in
  the boy.
In this instance the knowledge of phrase structure
  would be the source of information.
Bottom-up processing moves step-by-step
 from the incoming acoustic (or visual)
 signal, to phonemes, morphemes, words
 and phrases, and ultimately to semantic
 interpretation. Each step of building toward
 a meaning is based on the sensory data
 and accompanying lexical information.
     According to this model the speaker
 waits until hearing the and boy before
 constructing an NP, and then waits for the
 next word, and so on.
LEXICAL ACCESS AND WORD
          RECOGNITION

Psycholinguists have conducted a
 great deal of research on lexical
 access or word recognition, the
 process by which we obtain
 information about the meaning and
 syntactic properties of a word from
 our mental lexicon.
Several experimental techniques have
  been used in studies of lexical access:
ď‚„Lexical decision measures response time or
 reaction time wherein the assumption is that
 the longer it takes to respond to a particular
 task, the more processing involved.
ď‚„RT measurements show that lexical access
 depends to some extent on word frequency;
 more commonly used words (both spoken and
 written) such as car are responded to more
 quickly than words that we rarely encounter
 such as fig.
ď‚„Semantic priming effect arises when
    semantically related words are located in
    the same part of the mental lexicon, so
    when we hear a priming word and look it
    up in the lexicon, semantically related,
    nearby words are “awakened” and more
    readily accessible for a few moments.
ď‚„ (say the that the word nurse primes the
 word doctor)
One of the most interesting facts about lexical
access is that listeners retrieve all meanings of a
word even when the sentence containing the word
is biased toward one of the meanings.



The gypsy read the young man’s palm
 for only a dollar.
ď‚„Palm primes the word hand, so in lexical
 decision about hand, a shorter RT occurs
 than in a comparable sentence not
 containing the word palm. However, a
 shorter RT also occurs for the word tree.
 The other meaning of palm (as in palm
 tree) is apparently activated even though
 that meaning is not a part of the meaning of
 the priming sentence.
ď‚„Naming task, asks the subject to read aloud a
 printed word. The experiment suggests that people
 can do two different things in the naming task. They
 can look for the string in their mental lexicon, and if
 they find it, they can pronounce the stored
 phonological representation for it. They can also
 “sound it out”, using their knowledge of how certain
 letters or letter sequences are most commonly
 pronounced.
ď‚„For example: subjects read irregularly spelled
 words like dough and steak just slightly more slowly
 than regularly spelled words like doe and stake, but
 still faster than invented strings like cluff.
The human mind at work

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The human mind at work

  • 1. THE HUMAN MIND AT WORK: HUMAN LANGUAGE PROCESSING
  • 2. ď‚„ Psycholinguistics is the area of linguistics that is concerned with linguistic performance – how we use our linguistic competence – in speech (or sign) production and comprehension. The human brain is able not only to acquire and store the mental lexicon and grammar, but also to access that linguistic storehouse to speak and understand language in real time. ď‚„ When we speak, we access our lexicon to find the words, and we use the rules of grammar to construct novel sentences and to produce the sounds that express the message we wish to convey. When we listen to speech and understand what is being said, we also access the lexicon and grammar to assign a structure and meaning to the sounds we hear.
  • 3. Speaking and comprehending speech can be viewed as a SPEECH CHAIN, a kind of “brain-to-brain” linking, as shown below: Physiologic Physiologic Linguistic Acoustic Linguistic al al Level Level Level level level
  • 4. THE SPEECH SIGNAL ď‚„ Acoustic phonetics is concerned with speech sounds, all of which can be heard by the normal human ear. When we push air out of the lungs through the glottis, it causes the vocal cords to vibrate; this vibration in turn produces pulses of air that escape through the mouth (or sometimes the nose). These pulses are actually small variations in the air pressure caused by the wavelike motion of air molecules.
  • 5. The sounds we produce can be described in terms of how fast the variations of the air pressure occur. This determines the fundamental frequency of the sounds and is perceived by the hearer as pitch. We can also describe the magnitude, or intensity, of the variations, which determines the loudness of the sound.
  • 6. ď‚„An important tool in acoustic research is a computer program that decomposes the speech signal into its frequency components. When speech is fed into a computer (from a microphone or a recording), an image of the speech signal is displayed. The patterns produced are called SPECTOGRAMS or, more vividly, VOICEPRINTS.
  • 7. •Spectogram also shows formants •concentration of acoustic energy •Group of overtones corresponding resonating frequency of the air in the vocal tract
  • 8. SPEECH PERCEPTION AND COMPREHENSION ď‚„A central problem of speech perception is to explain how listeners carve up the continuous speech signal into meaningful units referred as “segmentation problem”. Another question is, how does the listener manage to recognize speech sounds when they occur in different contexts and when they are spoken by different people? This is referred to as the “lack of invariance problem”.
  • 9. ď‚„In addressing the latter problem, experimental results show that the listeners can calibrate their perceptions to control for differences in the size and shape of the vocal tract of the speaker. ď‚„Similarly, listeners adjust how they interpret timing information in the speech signal as a function of how quickly the speaker is talking. These normalization procedures enable the listener to understand a [d] as a [d] regardless of the speaker or the speech rate as we might expect, the units we perceive depend on the language we know.
  • 10. English can perceive the ex. difference between [l] and [r] because these phones represent distinct phonemes in the language. Speakers of Japanese have great difficulty in differentiating the two because they are allophones of one phoneme in their language.
  • 11. ď‚„Returning to the segmentation problem, spoken words are seldom surrounded by boundaries such as pauses. Nevertheless, words are obviously units of perception. The spaces between them in writing support this view. How do we find the words in the speech stream?
  • 12. A sniggle blick is procking a slar.
  • 13. ď‚„ You would still be unable to assign a meaning to the sounds, because the meaning of a sentence relies mainly on the meaning of its words, and the only English lexical items in this string are the morphemes a, is and –ing. ď‚„ The sentence lacks any English content words. You can decide that the sentence has no meaning only if you attempt (unconsciously and consciously) to search your mental lexicon for the phonological strings you decide are possible words. ď‚„ Finding that there are no entries for sniggle, blick, prock and slar, you can conclude that the sentence contains nonsense strings. The segmentation and search of these “words” relies on knowing the grammatical morphemes and syntax.
  • 15. ď‚„a similar lexical look-up process would lead you to conclude that an event concerning a cat, a rat, and the activity of chasing had occurred. ď‚„You could only know this only by segmenting the words in the continuous speech signal, analyzing them into their phonological word units, and matching these units to similar strings stored in your lexicon, which also includes the meanings attached to these phonological representations. (This still would not enable you to understand who chased whom, because that requires syntactic analysis).
  • 16. 1. Over lunch, your friend tells you a story about a recent holiday, which was a disaster. You listen with interest and interject at appropriate moments, maybe to express surprise or sympathy. 2. That evening, another friend calls to invite you to a party at her house the following Saturday. As you’ve never been to her house before, she gives you directions. You listen carefully and make notes
  • 17. BOTTOM-UP AND TOP-DOWN MODELS ď‚„Top down processes proceed from semantic and syntactic information to the lexical information gained from the sensory input. Through use of such higher-level information, we can try to predict what is to follow in the signal. For example, upon hearing the determiner the, the speaker begins constructing an NP and expects that the next word could be a noun, as in the boy. In this instance the knowledge of phrase structure would be the source of information.
  • 18. Bottom-up processing moves step-by-step from the incoming acoustic (or visual) signal, to phonemes, morphemes, words and phrases, and ultimately to semantic interpretation. Each step of building toward a meaning is based on the sensory data and accompanying lexical information. According to this model the speaker waits until hearing the and boy before constructing an NP, and then waits for the next word, and so on.
  • 19. LEXICAL ACCESS AND WORD RECOGNITION Psycholinguists have conducted a great deal of research on lexical access or word recognition, the process by which we obtain information about the meaning and syntactic properties of a word from our mental lexicon.
  • 20. Several experimental techniques have been used in studies of lexical access: ď‚„Lexical decision measures response time or reaction time wherein the assumption is that the longer it takes to respond to a particular task, the more processing involved. ď‚„RT measurements show that lexical access depends to some extent on word frequency; more commonly used words (both spoken and written) such as car are responded to more quickly than words that we rarely encounter such as fig.
  • 21. ď‚„Semantic priming effect arises when semantically related words are located in the same part of the mental lexicon, so when we hear a priming word and look it up in the lexicon, semantically related, nearby words are “awakened” and more readily accessible for a few moments. ď‚„ (say the that the word nurse primes the word doctor)
  • 22. One of the most interesting facts about lexical access is that listeners retrieve all meanings of a word even when the sentence containing the word is biased toward one of the meanings. The gypsy read the young man’s palm for only a dollar.
  • 23. ď‚„Palm primes the word hand, so in lexical decision about hand, a shorter RT occurs than in a comparable sentence not containing the word palm. However, a shorter RT also occurs for the word tree. The other meaning of palm (as in palm tree) is apparently activated even though that meaning is not a part of the meaning of the priming sentence.
  • 24. ď‚„Naming task, asks the subject to read aloud a printed word. The experiment suggests that people can do two different things in the naming task. They can look for the string in their mental lexicon, and if they find it, they can pronounce the stored phonological representation for it. They can also “sound it out”, using their knowledge of how certain letters or letter sequences are most commonly pronounced. ď‚„For example: subjects read irregularly spelled words like dough and steak just slightly more slowly than regularly spelled words like doe and stake, but still faster than invented strings like cluff.