How to obtain Mel Filterbank?
-1
What is the logic behind the calculation of Mel filterbank? Is there any good example for it ? I could not find any good example on internet.
speech-recognition audio-processing mfcc
asked Nov 25 '18 at 18:53
yasseryasser
116
add a comment |
-1
What is the logic behind the calculation of Mel filterbank? Is there any good example for it ? I could not find any good example on internet.
speech-recognition audio-processing mfcc
asked Nov 25 '18 at 18:53
yasseryasser
116
1
Questions asking us to recommend or find a book, tool, software library, tutorial or other off-site resource are off-topic for Stack Overflow as they tend to attract opinionated answers and spam. Instead, describe the problem and what has been done so far to solve it.
– quant
Nov 25 '18 at 19:32
add a comment |
-1
-1
-1
What is the logic behind the calculation of Mel filterbank? Is there any good example for it ? I could not find any good example on internet.
speech-recognition audio-processing mfcc
asked Nov 25 '18 at 18:53
yasseryasser
116
What is the logic behind the calculation of Mel filterbank? Is there any good example for it ? I could not find any good example on internet.
speech-recognition audio-processing mfcc
speech-recognition audio-processing mfcc
asked Nov 25 '18 at 18:53
yasseryasser
116
asked Nov 25 '18 at 18:53
yasseryasser
116
asked Nov 25 '18 at 18:53
yasseryasser
116
asked Nov 25 '18 at 18:53
yasseryasser
116
asked Nov 25 '18 at 18:53
yasseryasser
116
116
1
Questions asking us to recommend or find a book, tool, software library, tutorial or other off-site resource are off-topic for Stack Overflow as they tend to attract opinionated answers and spam. Instead, describe the problem and what has been done so far to solve it.
– quant
Nov 25 '18 at 19:32
add a comment |
1
Questions asking us to recommend or find a book, tool, software library, tutorial or other off-site resource are off-topic for Stack Overflow as they tend to attract opinionated answers and spam. Instead, describe the problem and what has been done so far to solve it.
– quant
Nov 25 '18 at 19:32
1
1
Questions asking us to recommend or find a book, tool, software library, tutorial or other off-site resource are off-topic for Stack Overflow as they tend to attract opinionated answers and spam. Instead, describe the problem and what has been done so far to solve it.
– quant
Nov 25 '18 at 19:32
Questions asking us to recommend or find a book, tool, software library, tutorial or other off-site resource are off-topic for Stack Overflow as they tend to attract opinionated answers and spam. Instead, describe the problem and what has been done so far to solve it.
– quant
Nov 25 '18 at 19:32
add a comment |
1 Answer
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You can find a really nice tutorial on how to obtain Mel filter banks here.
In general, we use Mel filter banks for two main reasons.
- The Mel scale aim to mimic non-linear human ear perception of sound. Human ears are more discriminative at lower frequencies and less discriminative at higher frequencies. Mel filter banks do exactly that by giving a better resolution at low frequencies and less at high.
- Triangular filter banks help to capture the energy at each critical frequency band and roughly approximates the spectrum shape. This also helps to smooth the harmonic structure.
Filter bank on a Mel scale
answered Nov 28 '18 at 20:07
Thilina DissanayakeThilina Dissanayake
11
add a comment |
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0
You can find a really nice tutorial on how to obtain Mel filter banks here.
In general, we use Mel filter banks for two main reasons.
- The Mel scale aim to mimic non-linear human ear perception of sound. Human ears are more discriminative at lower frequencies and less discriminative at higher frequencies. Mel filter banks do exactly that by giving a better resolution at low frequencies and less at high.
- Triangular filter banks help to capture the energy at each critical frequency band and roughly approximates the spectrum shape. This also helps to smooth the harmonic structure.
Filter bank on a Mel scale
answered Nov 28 '18 at 20:07
Thilina DissanayakeThilina Dissanayake
11
add a comment |
0
You can find a really nice tutorial on how to obtain Mel filter banks here.
In general, we use Mel filter banks for two main reasons.
- The Mel scale aim to mimic non-linear human ear perception of sound. Human ears are more discriminative at lower frequencies and less discriminative at higher frequencies. Mel filter banks do exactly that by giving a better resolution at low frequencies and less at high.
- Triangular filter banks help to capture the energy at each critical frequency band and roughly approximates the spectrum shape. This also helps to smooth the harmonic structure.
Filter bank on a Mel scale
answered Nov 28 '18 at 20:07
Thilina DissanayakeThilina Dissanayake
11
add a comment |
0
0
0
You can find a really nice tutorial on how to obtain Mel filter banks here.
In general, we use Mel filter banks for two main reasons.
- The Mel scale aim to mimic non-linear human ear perception of sound. Human ears are more discriminative at lower frequencies and less discriminative at higher frequencies. Mel filter banks do exactly that by giving a better resolution at low frequencies and less at high.
- Triangular filter banks help to capture the energy at each critical frequency band and roughly approximates the spectrum shape. This also helps to smooth the harmonic structure.
Filter bank on a Mel scale
answered Nov 28 '18 at 20:07
Thilina DissanayakeThilina Dissanayake
11
You can find a really nice tutorial on how to obtain Mel filter banks here.
In general, we use Mel filter banks for two main reasons.
- The Mel scale aim to mimic non-linear human ear perception of sound. Human ears are more discriminative at lower frequencies and less discriminative at higher frequencies. Mel filter banks do exactly that by giving a better resolution at low frequencies and less at high.
- Triangular filter banks help to capture the energy at each critical frequency band and roughly approximates the spectrum shape. This also helps to smooth the harmonic structure.
Filter bank on a Mel scale
answered Nov 28 '18 at 20:07
Thilina DissanayakeThilina Dissanayake
11
answered Nov 28 '18 at 20:07
Thilina DissanayakeThilina Dissanayake
11
answered Nov 28 '18 at 20:07
Thilina DissanayakeThilina Dissanayake
11
answered Nov 28 '18 at 20:07
Thilina DissanayakeThilina Dissanayake
11
11
add a comment |
add a comment |
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1
Questions asking us to recommend or find a book, tool, software library, tutorial or other off-site resource are off-topic for Stack Overflow as they tend to attract opinionated answers and spam. Instead, describe the problem and what has been done so far to solve it.
– quant
Nov 25 '18 at 19:32