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KU Information Technology 4

Analyzing Audio Files

  • Steps to analyze audio data involve multiple formats and methods.

  • Focus on identifying formants within the frequency range of 0 to 5,100 Hz.

  • Important to create a new object called the "formed object" to store analysis results.

Spectrum Analysis

  • LPC (Linear Predictive Coding) used for spectrum analysis.

  • Knowledge of the sampling frequency required:

    • Default frequency for CD-quality audio is 44,100 Hz.

    • Can find sampling frequency by checking audio file info if unfamiliar.

  • Make sure to input the correct sampling frequency for accurate measurements.

Spectrum Slice Adjustment

  • Adjust cursor position to derive a spectrum from audio clips.

  • Cursor should be positioned in the middle of the vowel sound.

  • Spectral average is calculated based on this cursor location.

Understanding the LPC Spectrum

  • The LPC spectrum displays frequency on the horizontal axis and amplitude on the vertical axis.

  • Cursor click gives precise measures for formants (f1, f2, f3).

  • Formant frequencies may vary based on recordings, showcasing the need for multiple approaches.

Practical Application

  • Recommended to practice recording yourself first before measuring others.

  • Discussion about the format used for recordings (WAV files recommended).

  • Importance of confirming ability to open and analyze audio files prior to project due dates.

Project Submission Guidelines

  • Required submissions include:

    • A word document containing descriptions of speakers, word lists, glosses, and tables of vowel measurements.

    • Several organized WAV files for analysis, ideally not too lengthy and sorted logically.

  • Emphasize linguistic insights during file organization for clearer data analysis.

Measuring Frequencies

  • Recommended to round frequency measurements to the nearest Hertz and milliseconds for clarity.

  • Mention of MWC values related to average frequencies for male speakers as a reference point.

  • Check your measurements against these established averages to assess anomalies.

Support and Troubleshooting

  • Students encouraged to communicate issues or ask for guidance on measurement discrepancies.

  • Final thoughts on the excitement of visualizing speech and the process of speech analysis.

  • Upcoming discussions on advanced topics like supersymmetry within phonetic study.

GT

KU Information Technology 4

Analyzing Audio Files

  • Steps to analyze audio data involve multiple formats and methods.

  • Focus on identifying formants within the frequency range of 0 to 5,100 Hz.

  • Important to create a new object called the "formed object" to store analysis results.

Spectrum Analysis

  • LPC (Linear Predictive Coding) used for spectrum analysis.

  • Knowledge of the sampling frequency required:

    • Default frequency for CD-quality audio is 44,100 Hz.

    • Can find sampling frequency by checking audio file info if unfamiliar.

  • Make sure to input the correct sampling frequency for accurate measurements.

Spectrum Slice Adjustment

  • Adjust cursor position to derive a spectrum from audio clips.

  • Cursor should be positioned in the middle of the vowel sound.

  • Spectral average is calculated based on this cursor location.

Understanding the LPC Spectrum

  • The LPC spectrum displays frequency on the horizontal axis and amplitude on the vertical axis.

  • Cursor click gives precise measures for formants (f1, f2, f3).

  • Formant frequencies may vary based on recordings, showcasing the need for multiple approaches.

Practical Application

  • Recommended to practice recording yourself first before measuring others.

  • Discussion about the format used for recordings (WAV files recommended).

  • Importance of confirming ability to open and analyze audio files prior to project due dates.

Project Submission Guidelines

  • Required submissions include:

    • A word document containing descriptions of speakers, word lists, glosses, and tables of vowel measurements.

    • Several organized WAV files for analysis, ideally not too lengthy and sorted logically.

  • Emphasize linguistic insights during file organization for clearer data analysis.

Measuring Frequencies

  • Recommended to round frequency measurements to the nearest Hertz and milliseconds for clarity.

  • Mention of MWC values related to average frequencies for male speakers as a reference point.

  • Check your measurements against these established averages to assess anomalies.

Support and Troubleshooting

  • Students encouraged to communicate issues or ask for guidance on measurement discrepancies.

  • Final thoughts on the excitement of visualizing speech and the process of speech analysis.

  • Upcoming discussions on advanced topics like supersymmetry within phonetic study.

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