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Stefan Westerfeld
audiowmark
Commits
7df2882b
Commit
7df2882b
authored
Mar 16, 2020
by
Stefan Westerfeld
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Add function for sync threshold selection.
Signed-off-by:
Stefan Westerfeld
<
stefan@space.twc.de
>
parent
0413b00d
Changes
1
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wmget.cc
src/wmget.cc
+57
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src/wmget.cc
View file @
7df2882b
...
...
@@ -360,7 +360,6 @@ private:
// compute multiple time-shifted fft vectors
size_t
n_bands
=
Params
::
max_band
-
Params
::
min_band
+
1
;
int
total_frame_count
=
mark_sync_frame_count
()
+
mark_data_frame_count
();
const
int
first_block_end
=
total_frame_count
;
if
(
mode
==
Mode
::
CLIP
)
total_frame_count
*=
2
;
for
(
size_t
sync_shift
=
0
;
sync_shift
<
Params
::
frame_size
;
sync_shift
+=
Params
::
sync_search_step
)
...
...
@@ -381,6 +380,40 @@ private:
sort
(
sync_scores
.
begin
(),
sync_scores
.
end
(),
[]
(
const
Score
&
a
,
const
Score
&
b
)
{
return
a
.
index
<
b
.
index
;
});
return
sync_scores
;
}
void
sync_select_by_threshold
(
vector
<
Score
>&
sync_scores
)
{
/* for strength 8 and above:
* -> more false positive candidates are rejected, so we can use a lower threshold
*
* for strength 7 and below:
* -> we need a higher threshold, because otherwise watermark detection takes too long
*/
const
double
strength
=
Params
::
water_delta
*
1000
;
const
double
sync_threshold1
=
strength
>
7.5
?
0.4
:
0.5
;
vector
<
Score
>
selected_scores
;
for
(
size_t
i
=
0
;
i
<
sync_scores
.
size
();
i
++
)
{
if
(
sync_scores
[
i
].
quality
>
sync_threshold1
)
{
double
q_last
=
-
1
;
double
q_next
=
-
1
;
if
(
i
>
0
)
q_last
=
sync_scores
[
i
-
1
].
quality
;
if
(
i
+
1
<
sync_scores
.
size
())
q_next
=
sync_scores
[
i
+
1
].
quality
;
if
(
sync_scores
[
i
].
quality
>
q_last
&&
sync_scores
[
i
].
quality
>
q_next
)
{
selected_scores
.
emplace_back
(
sync_scores
[
i
]);
}
}
}
sync_scores
=
selected_scores
;
}
size_t
wav_data_start
=
0
;
size_t
wav_data_end
=
0
;
...
...
@@ -420,33 +453,8 @@ public:
wav_data_end
=
0
;
}
vector
<
Score
>
sync_scores
=
search_approx
(
wav_data
,
mode
);
#if 0
vector<float> fft_db;
vector<char> have_frame;
// compute multiple time-shifted fft vectors
size_t n_bands = Params::max_band - Params::min_band + 1;
int total_frame_count = mark_sync_frame_count() + mark_data_frame_count();
const int first_block_end = total_frame_count;
if (mode == Mode::CLIP)
total_frame_count *= 2;
for (size_t sync_shift = 0; sync_shift < Params::frame_size; sync_shift += Params::sync_search_step)
{
sync_fft (wav_data, sync_shift, frame_count (wav_data) - 1, fft_db, have_frame, /* want all frames */ {});
for (int start_frame = 0; start_frame < frame_count (wav_data); start_frame++)
{
const size_t sync_index = start_frame * Params::frame_size + sync_shift;
if ((start_frame + total_frame_count) * wav_data.n_channels() * n_bands < fft_db.size())
{
ConvBlockType block_type;
double quality = sync_decode (wav_data, start_frame, fft_db, have_frame, &block_type);
// printf ("%zd %f\n", sync_index, quality);
sync_scores.emplace_back (Score { sync_index, quality, block_type });
}
}
}
sort (sync_scores.begin(), sync_scores.end(), [] (const Score& a, const Score &b) { return a.index < b.index; });
#endif
sync_select_by_threshold
(
sync_scores
);
int
total_frame_count
=
mark_sync_frame_count
()
+
mark_data_frame_count
();
const
int
first_block_end
=
total_frame_count
;
...
...
@@ -460,93 +468,45 @@ public:
want_frames
[
first_block_end
+
sync_frame_pos
(
f
)]
=
1
;
}
/* for strength 8 and above:
* -> more false positive candidates are rejected, so we can use a lower threshold
*
* for strength 7 and below:
* -> we need a higher threshold, because otherwise watermark detection takes too long
*/
const
double
strength
=
Params
::
water_delta
*
1000
;
const
double
sync_threshold1
=
strength
>
7.5
?
0.4
:
0.5
;
/* n-best-search */
struct
NBest
{
size_t
i
;
double
quality
;
};
vector
<
NBest
>
n_best
;
for
(
size_t
i
=
0
;
i
<
sync_scores
.
size
();
i
++
)
{
if
(
sync_scores
[
i
].
quality
>
sync_threshold1
)
{
double
q_last
=
-
1
;
double
q_next
=
-
1
;
if
(
i
>
0
)
q_last
=
sync_scores
[
i
-
1
].
quality
;
if
(
i
+
1
<
sync_scores
.
size
())
q_next
=
sync_scores
[
i
+
1
].
quality
;
if
(
sync_scores
[
i
].
quality
>
q_last
&&
sync_scores
[
i
].
quality
>
q_next
)
{
n_best
.
push_back
({
i
,
sync_scores
[
i
].
quality
});
}
}
}
vector
<
Score
>
n_best
=
sync_scores
;
if
(
mode
==
Mode
::
CLIP
)
{
std
::
sort
(
n_best
.
begin
(),
n_best
.
end
(),
[](
NBest
&
nb1
,
NBest
&
nb2
)
{
return
nb1
.
quality
>
nb2
.
quality
;
});
std
::
sort
(
n_best
.
begin
(),
n_best
.
end
(),
[](
Score
&
nb1
,
Score
&
nb2
)
{
return
nb1
.
quality
>
nb2
.
quality
;
});
if
(
n_best
.
size
()
>
5
)
n_best
.
resize
(
5
);
}
vector
<
float
>
fft_db
;
vector
<
char
>
have_frame
;
for
(
auto
n
:
n_best
)
for
(
const
auto
&
score
:
n_best
)
{
size_t
i
=
n
.
i
;
//printf ("%d %zd %f %d\n", int (block_length), sync_scores[i].index, sync_scores[i].quality, sync_scores[i].len);
if
(
sync_scores
[
i
].
quality
>
sync_threshold1
)
{
double
q_last
=
-
1
;
double
q_next
=
-
1
;
if
(
i
>
0
)
q_last
=
sync_scores
[
i
-
1
].
quality
;
//printf ("%zd %s %f", sync_scores[i].index, find_closest_sync (sync_scores[i].index), sync_scores[i].quality);
if
(
i
+
1
<
sync_scores
.
size
())
q_next
=
sync_scores
[
i
+
1
].
quality
;
// refine match
double
best_quality
=
score
.
quality
;
size_t
best_index
=
score
.
index
;
ConvBlockType
best_block_type
=
score
.
block_type
;
/* doesn't really change during refinement */
if
(
sync_scores
[
i
].
quality
>
q_last
&&
sync_scores
[
i
].
quality
>
q_next
)
int
start
=
std
::
max
(
int
(
score
.
index
)
-
Params
::
sync_search_step
,
0
);
int
end
=
score
.
index
+
Params
::
sync_search_step
;
for
(
int
fine_index
=
start
;
fine_index
<=
end
;
fine_index
+=
Params
::
sync_search_fine
)
{
sync_fft
(
wav_data
,
fine_index
,
total_frame_count
,
fft_db
,
have_frame
,
want_frames
);
if
(
fft_db
.
size
())
{
//printf ("%zd %s %f", sync_scores[i].index, find_closest_sync (sync_scores[i].index), sync_scores[i].quality);
// refine match
double
best_quality
=
sync_scores
[
i
].
quality
;
size_t
best_index
=
sync_scores
[
i
].
index
;
ConvBlockType
best_block_type
=
sync_scores
[
i
].
block_type
;
/* doesn't really change during refinement */
ConvBlockType
block_type
;
double
q
=
sync_decode
(
wav_data
,
0
,
fft_db
,
have_frame
,
&
block_type
);
int
start
=
std
::
max
(
int
(
sync_scores
[
i
].
index
)
-
Params
::
sync_search_step
,
0
);
int
end
=
sync_scores
[
i
].
index
+
Params
::
sync_search_step
;
for
(
int
fine_index
=
start
;
fine_index
<=
end
;
fine_index
+=
Params
::
sync_search_fine
)
if
(
q
>
best_quality
)
{
sync_fft
(
wav_data
,
fine_index
,
total_frame_count
,
fft_db
,
have_frame
,
want_frames
);
if
(
fft_db
.
size
())
{
ConvBlockType
block_type
;
double
q
=
sync_decode
(
wav_data
,
0
,
fft_db
,
have_frame
,
&
block_type
);
if
(
q
>
best_quality
)
{
best_quality
=
q
;
best_index
=
fine_index
;
}
}
best_quality
=
q
;
best_index
=
fine_index
;
}
//printf (" => refined: %zd %s %f\n", best_index, find_closest_sync (best_index), best_quality);
if
(
best_quality
>
Params
::
sync_threshold2
)
result_scores
.
push_back
(
Score
{
best_index
,
best_quality
,
best_block_type
});
}
}
//printf (" => refined: %zd %s %f\n", best_index, find_closest_sync (best_index), best_quality);
if
(
best_quality
>
Params
::
sync_threshold2
)
result_scores
.
push_back
(
Score
{
best_index
,
best_quality
,
best_block_type
});
}
return
result_scores
;
}
...
...
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