Sound(Determine period, frequency from the plot)

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Homework Help Overview

The discussion revolves around analyzing a speech waveform to determine characteristics such as whether the sound is voiced or unvoiced, the number of samples in one period, the pitch period, the fundamental frequency, and the likely gender of the speaker based on the frequency characteristics.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • Participants discuss the nature of the sound (voiced vs. unvoiced) and provide reasoning based on examples. There is an attempt to determine the number of samples that constitute one period of the waveform, with suggestions to improve accuracy by considering multiple cycles. Questions arise regarding the calculation of the period and frequency using the sampling rate and the relationship between them.

Discussion Status

Participants have engaged in clarifying concepts and providing guidance on how to approach the calculations. Some have confirmed the number of samples and discussed the implications for determining the period and frequency. There is an acknowledgment of the relationship between frequency and gender in speech, though specific thresholds are not defined.

Contextual Notes

The original poster expresses uncertainty about their calculations and the application of formulas, indicating a need for further exploration of the concepts involved. The discussion includes references to specific values and assumptions related to the waveform analysis.

wislagrew
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Hey, so I have this question
Figure 1 shows a short duration segment of a speech waveform that has been sampled at 16,000 samples per second. The x-axis shows sample number, while the y-axis shows amplitude.

lep1AFu.png


(i) From the plot, is the speech signal voiced or unvoiced? State your rea- soning.
(ii) From the plot, determine the number of samples that make up one period (or cycle) of the waveform.
(iii) Hence, compute the pitch period of the waveform in seconds.
(iv) Finally, compute the fundamental frequency (or pitch) of the speech sig-
nal.
(v) Is this likely to come from a male or female talker - explain your reason-
ing.

So I am not sure with my answers(i am stuck on iii):
(i)unvoiced;
(ii) 70 samples per second. If i am right, i could say f_s = 70 Hz;
(iii) I know the formula to find frequency (f =1/T), which I could use to find T, but is it possible to use it for f_s. if no,how can i find the period?
(iv) I want to use formula from sampling theorem f_s = 2f Hz. In this case my fundamental frequency equals to 140Hz.

As I said I am not sure of my solutions, so hope you can help me figure that out.
 
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Lets start with number i. An unvoised sound has no pitch to it. Think about saying "shut". The start of the word is a hiss not a frequency. Now think of the word "go" the sound of the "oo" has a pitch or frequency to it. So what do you think?

Number ii is correct. However to get a good estimate, you should count the samples is say 4 cyles and then divide the number of samples by 4.

On iii, if you know the sampling rate, it is given at 16000 samples per second and you have 70 samples between the wave popints, then what is the period of the tone? Knowing the period, you can easily compute the frequency, yes?

As to male or female, female speakers usually have a higher frequency. However, I do not know what the threshold is.
 
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Thanks for the great reply, it really helped a lot.
Just to check, I got the period - 0.004375s
 
Now you can get the frequency and the problem is basically solved.
 
Yeah, thanks a lot.
 

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