I have generated a tone from Audacity at 440Hz with Amplitude as 1 for 1 sec like this:
I understand that this is going to create 440 peaks in 1 sec with Amplitude as 1. Here i see that its a 32 bit file with 44100Hz is the sample rate which means there are 44100 samples per sec. The Amplitude is 1 which is as expected because that is what i chose.
What i dont understand is, what is the unit of this Amplitude? When right-clicked it shows linear(-1 to +1)
There is an option to select dB it shows (0 to -60 to 0) which i dont understand how is this converted!
now when i use this wav file in the python scipy to read the wav and get values of time and amplitude How to match or get the relation between what i generated vs what i see when i read a wav file? The peak is amplitude is 32767.987724003342 Frequency 439.99002267573695
The code i have used in python is
wavFileName ="440Hz.wav"
sample_rate, sample_data = wavfile.read(wavFileName)
print ("Sample Rate or Sampling Frequency is", sample_rate," Hz")
l_audio = len(sample_data.shape)
print ("Channels", l_audio,"Audio data shape",sample_data.shape,"l_audio",l_audio)
if l_audio == 2:
sample_data = sample_data.sum(axis=1) / 2
N = sample_data.shape[0]
length = N / sample_rate
print ("Duration of audio wav file in secs", length,"Number of Samples chosen",sample_data.shape[0])
time =np.linspace(0, length, sample_data.shape[0])
sampling_interval=time[1]-time[0]
notice in audacity when you created the one second of audio with aplitude choice of 1.0 right before saving file it says signed 16 bit integer so amplitude from -1 to +1 means the WAV file in PCM format stores your raw audio by varying signed integers from its max negative to its max positive which since 2^16 is 65536 then signed 16 bit int range is -32768 to 32767 in other words from -2^15 to ( +2^15 - 1 ) ... to better plot I suggest you choose a shorter time period much smaller than one second lets say 0.1 seconds ... once your OK with that then boost it back to using a full one second which is hard to visualize on a plot due to 44100 samples
here is 0.1 seconds of 440 Hz using signed 16 bit notice the Y axis of Amplitude range matches above mentioned min to max signed integer value range