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Chapter 14  Signal Processing

 

 

 

Audio Signals

 

 

Music Acoustics

 

 

Speech

 

 

Processing

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Audio Signals (音频信号)

 

               Not only those we can hear.

 

 

 

      Audible Signal (可闻声)

 

 

 

Sound Frequency (Hz)

Audible to Fish

125

Audible to Human

1620000

Made by Human

641300

Sensitive to Human

10003000

Flute

50008000

Bee Buzz with Full Load

220

Bee Buzz without  Load

440

Audible to Dog

38000

Thunder

<100

Most Significant in Thunder

0.252

 

 

     Sound Threshold of Pain

                           

 

 

 

 

    Description

 

          Frequency: Number of Sound Period per second.

 

          Period: Duration of one Vibration.

       

          Speed: 

                       Vin dry air = 331.5 + 0.6Tc (m/s)

                       Vin water  = 1482 (m/s)  , 20 oC

                       Vin sea water = 1522 (m/s),  20 oC

                       Vin glass = 5640 (m/s)

                       Vin steel  = 5960 (m/s)

 

 

          Power(声功率): The energy emitted by

                                   sound source  per second.

 

          Intensity(声强): The Energy flow across a

                                   unit area.

   

          Pressure(声压): The Pressure on a unit area.

 

 

          Power Level (声功率级):

                L = 10 log( W/W0)

 

          Intensity Level (声强级):

                L = 10 log( I/I0)

 

          Pressure Level (声压级):

                L = 20 log( P/P0)

                   ( P= I ρ c )

 

                 Reference Power:      W0 = 10-12   (Watt)

     Reference Intensity:    I0  = 10-12  (Watt/m2)

                 Reference Pressure:   P0 = 2x10-5  (Pa)

 

     Sound Superposition

 

          WTotal = W1  + W2

           I Total  =  I1  + I2

          PTotal   = sqrt(P1 2  + P2 2 )

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

              

 

 

 

 

 

 

 

 

Music Acoustics

 

              

 

       Pitch(音调):    The perceived frequency by

                               human ear.

 

       Timbre(音色): The distinct characteristics

                               describing perceptual

                               qualities of sound.

           

       Brightness(明亮度): A quality of sound which

                                         relates to the proportion of

                                         the energy distributed over

                                         high frequencies.

    

       Rhythm/Tempo(节奏): Pattern of the beat

                                            combination

 

       Melody(旋律):   A set of tones structured together.

 

   

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Speech

 

                      

 

 

 

       Vocal Cord(声带): 

           Two small bands of muscle within the

            larynx(喉) that vibrates to produce the voice.

 

 

       Vocal Track(声道):

         The path that voice passed before it comes

            out of mouth.

 

       Formant(共振峰):  

           A characteristic acoustic resonance.

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Processing

 

     Analysis: Extract the ID of Sound.

 

             Computational Auditory Scene Analysis

              Instrument Modeling

              Vocal Track Modeling

              Room Acoustics

                   (Sound Propagation + Psychoacoustics)

 

 

     Recognition: Understand the sound by known ID.

 

              Music Automatic Transcription

              Voice Recognition

 

 

     Synthesize: Make Machine Sing/Talk.

 

              MIDI

         

 

     Compression: Data file is too Fat for Secure and

                                    Effective transmission, Online or

                                    Wireless.

             

             CD, MP3, RM, WMA, AIFF

 

 

    Audio Device:

            Microphone (Dynamic, Condenser, Ribbon )

            Recorder

            Storage Media (Tape, MD, LD, CD...)

            Player

            Speaker