Virtual bass enhancement based on source separation
A virtual bass enhancing device for enhancing a virtual bass of an input audio signal includes a demixer, configured to extract at least one audio channel from the input audio signal, wherein the audio channel corresponds to an acoustic source, or to a group of acoustic sources, of the input audio signal, at least one virtual bass enhancing unit configured to generate overtones for enhancing a bass perception of the audio channel, and at least one adder configured to add the overtones to the input audio signal so as to generate an enhanced audio signal.
1 . A virtual bass enhancing device for enhancing a virtual bass of an input audio signal, the virtual bass enhancing device comprising:
a demixer, configured to extract at least one audio channel from the input audio signal, wherein the at least one audio channel corresponds to an acoustic source, or to a group of acoustic sources, of the input audio signal,
at least one virtual bass enhancing unit configured to generate overtones for enhancing a bass perception of the at least one audio channel,
at least one adder configured to add the overtones to the input audio signal so as to generate an enhanced audio signal.
2 . The virtual bass enhancing device according to claim 1 , wherein the demixer comprises at least one neural network trained to extract the at least one audio channel from the input audio signal.
3 . The virtual bass enhancing device according to claim 1 , wherein the demixer comprises a plurality of neural networks trained to extract a respective plurality of audio channels from the input audio signal.
4 . The virtual bass enhancing device according to claim 1 , further comprising:
at least one filter configured to filter the at least one audio channel and output at least one filtered audio channel,
wherein at least one virtual bass enhancing unit is configured to generate overtones for enhancing the bass perception of the at least one filtered audio channel.
5 . The virtual bass enhancing device according to claim 1 , wherein the virtual bass enhancing unit is a time-domain virtual bass enhancing unit.
6 . The virtual bass enhancing device according to claim 4 , wherein the at least one filter is a linear-phase digital filter, or a zero-phase digital filter.
7 . The virtual bass enhancing device according to claim 4 , further comprising at least one subtractor configured to subtract the at least one filtered audio channel from the input audio signal.
8 . The virtual bass enhancing device according to claim 1 , wherein the at least one virtual bass enhancing unit comprises a normalization unit, a non-linear device, and a gain unit.
9 . The virtual bass enhancing device according to claim 1 , wherein the at least one virtual bass enhancing unit is configured to implement at least a function ƒ(x) having a continuous first derivative and second derivative having a value smaller than 1 in the interval (0,1].
10 . The virtual bass enhancing device according to claim 9 , wherein the at least one virtual bass enhancing unit is configured to implement at least a function ƒ(x)=tanh (kx)
where
k is a predetermined value, preferably equal to, and/or larger than 1.
11 . The virtual bass enhancing device according to claim 9 , wherein the at least one virtual bass enhancing unit is configured to implement at least a function ƒ(x):
f
(
x
)
=
{
atsr
(
x
)
if
x
≥
0
tanh
(
kx
)
if
x
<
0
where
“k” is a constant value equal to 2.25;
“tanh” is the hyperbolic tangent function;
and “atsr” is the Arc-Tangent Square Root function.
12 . The virtual bass enhancing device according to claim 1 , further comprising:
a high-pass filter, receiving as input the enhanced audio signal and outputting a filtered enhanced audio signal,
a peak normalizer and a loudness normalizer, operating on the filtered enhanced audio signal.
13 . The virtual bass enhancing device according to claim 12 , wherein
the virtual bass enhancing device is configured to be used with a transducer having a cut-off frequency,
the high-pass filter has a cut-off frequency corresponding to the transducer cut-off frequency.
14 . The virtual bass enhancing device according to claim 1 , wherein the acoustic source comprises any of drum, vocal or a musical instrument.
15 . A virtual bass enhancing device for enhancing a virtual bass of an input audio signal, the virtual bass enhancing device comprising a processor and a memory,
the memory comprising instructions to cause the processor to implement a demixer, configured to extract at least one audio channel from the input audio signal, wherein the at least one audio channel corresponds to an acoustic source, or to a group of acoustic sources, of the input audio signal,
the memory further comprising instructions to cause the processor to implement at least one virtual bass enhancing unit configured to generate overtones for enhancing a bass perception of the at least one audio channel,
the memory further comprising instructions to cause the processor to implement at least one adder configured to add the overtones to the input audio signal so as to generate an enhanced audio signal.