whisper : map token timestamps to original time when VAD is enabled (#3910)
whisper_full_get_token_data().t0/t1 are in the VAD-processed timeline (silences removed), so they don't line up with the original audio. Add whisper_full_get_token_t0/t1 that map them back. A token inside a speech segment is interpolated within it; a token that falls in a removed inter-segment silence snaps to the nearest boundary, so it never lands in the middle of a cut-out gap. Without VAD the raw times are returned unchanged.
This commit is contained in:
parent
909307c8bd
commit
5cad7abb1e
|
|
@ -667,6 +667,16 @@ extern "C" {
|
|||
WHISPER_API whisper_token_data whisper_full_get_token_data (struct whisper_context * ctx, int i_segment, int i_token);
|
||||
WHISPER_API whisper_token_data whisper_full_get_token_data_from_state(struct whisper_state * state, int i_segment, int i_token);
|
||||
|
||||
// Get the start/end time of the specified token, in centiseconds. When VAD is enabled
|
||||
// these are mapped back to the original audio timeline (a token landing in a removed
|
||||
// inter-segment silence snaps to the nearest speech boundary), unlike
|
||||
// whisper_full_get_token_data().t0/t1 which stay in VAD-processed time. Without VAD the
|
||||
// raw token times are returned unchanged.
|
||||
WHISPER_API int64_t whisper_full_get_token_t0 (struct whisper_context * ctx, int i_segment, int i_token);
|
||||
WHISPER_API int64_t whisper_full_get_token_t0_from_state(struct whisper_state * state, int i_segment, int i_token);
|
||||
WHISPER_API int64_t whisper_full_get_token_t1 (struct whisper_context * ctx, int i_segment, int i_token);
|
||||
WHISPER_API int64_t whisper_full_get_token_t1_from_state(struct whisper_state * state, int i_segment, int i_token);
|
||||
|
||||
// Get the probability of the specified token in the specified segment
|
||||
WHISPER_API float whisper_full_get_token_p (struct whisper_context * ctx, int i_segment, int i_token);
|
||||
WHISPER_API float whisper_full_get_token_p_from_state(struct whisper_state * state, int i_segment, int i_token);
|
||||
|
|
|
|||
|
|
@ -8075,6 +8075,70 @@ struct whisper_token_data whisper_full_get_token_data(struct whisper_context * c
|
|||
return ctx->state->result_all[i_segment].tokens[i_token];
|
||||
}
|
||||
|
||||
// map a token time (centiseconds) from the VAD-processed timeline back to the original
|
||||
// audio. a token inside a speech segment is interpolated within that segment; a token that
|
||||
// falls in the silence removed between two segments snaps to the nearer boundary, so it
|
||||
// never ends up in the middle of a cut-out gap (which a single global interpolation over
|
||||
// the whole mapping table would do).
|
||||
static int64_t whisper_map_token_time_segment_aware(
|
||||
int64_t t,
|
||||
const std::vector<whisper_state::vad_segment_info> & segs) {
|
||||
if (segs.empty()) {
|
||||
return t;
|
||||
}
|
||||
if (t <= segs.front().vad_start) {
|
||||
return segs.front().orig_start;
|
||||
}
|
||||
if (t >= segs.back().vad_end) {
|
||||
return segs.back().orig_end;
|
||||
}
|
||||
for (size_t i = 0; i < segs.size(); ++i) {
|
||||
const auto & s = segs[i];
|
||||
if (t >= s.vad_start && t <= s.vad_end) {
|
||||
const int64_t vd = s.vad_end - s.vad_start;
|
||||
const int64_t od = s.orig_end - s.orig_start;
|
||||
if (vd <= 0) {
|
||||
return s.orig_start;
|
||||
}
|
||||
return s.orig_start + (t - s.vad_start) * od / vd;
|
||||
}
|
||||
if (i + 1 < segs.size() && t > s.vad_end && t < segs[i + 1].vad_start) {
|
||||
const int64_t mid = (s.vad_end + segs[i + 1].vad_start) / 2;
|
||||
return (t <= mid) ? s.orig_end : segs[i + 1].orig_start;
|
||||
}
|
||||
}
|
||||
return t;
|
||||
}
|
||||
|
||||
int64_t whisper_full_get_token_t0_from_state(struct whisper_state * state, int i_segment, int i_token) {
|
||||
const int64_t t0 = state->result_all[i_segment].tokens[i_token].t0;
|
||||
if (!state->has_vad_segments || state->vad_segments.empty()) {
|
||||
return t0;
|
||||
}
|
||||
return whisper_map_token_time_segment_aware(t0, state->vad_segments);
|
||||
}
|
||||
|
||||
int64_t whisper_full_get_token_t0(struct whisper_context * ctx, int i_segment, int i_token) {
|
||||
return whisper_full_get_token_t0_from_state(ctx->state, i_segment, i_token);
|
||||
}
|
||||
|
||||
int64_t whisper_full_get_token_t1_from_state(struct whisper_state * state, int i_segment, int i_token) {
|
||||
const int64_t t1 = state->result_all[i_segment].tokens[i_token].t1;
|
||||
if (!state->has_vad_segments || state->vad_segments.empty()) {
|
||||
return t1;
|
||||
}
|
||||
const int64_t orig_t0 = whisper_full_get_token_t0_from_state(state, i_segment, i_token);
|
||||
int64_t orig_t1 = whisper_map_token_time_segment_aware(t1, state->vad_segments);
|
||||
if (orig_t1 < orig_t0 + 1) {
|
||||
orig_t1 = orig_t0 + 1; // keep a strictly positive duration after snapping
|
||||
}
|
||||
return orig_t1;
|
||||
}
|
||||
|
||||
int64_t whisper_full_get_token_t1(struct whisper_context * ctx, int i_segment, int i_token) {
|
||||
return whisper_full_get_token_t1_from_state(ctx->state, i_segment, i_token);
|
||||
}
|
||||
|
||||
float whisper_full_get_token_p_from_state(struct whisper_state * state, int i_segment, int i_token) {
|
||||
return state->result_all[i_segment].tokens[i_token].p;
|
||||
}
|
||||
|
|
|
|||
|
|
@ -50,6 +50,18 @@ int main() {
|
|||
assert(whisper_full_get_segment_t0(wctx, 0) == 32);
|
||||
assert(whisper_full_get_segment_t1(wctx, 0) == 1051);
|
||||
|
||||
// token times mapped back to the original timeline: ordered, non-negative duration
|
||||
const int n_tokens = whisper_full_n_tokens(wctx, 0);
|
||||
assert(n_tokens > 0);
|
||||
int64_t prev_t0 = -1;
|
||||
for (int j = 0; j < n_tokens; ++j) {
|
||||
const int64_t t0 = whisper_full_get_token_t0(wctx, 0, j);
|
||||
const int64_t t1 = whisper_full_get_token_t1(wctx, 0, j);
|
||||
assert(t0 >= 0 && t1 >= t0);
|
||||
assert(t0 >= prev_t0);
|
||||
prev_t0 = t0;
|
||||
}
|
||||
|
||||
whisper_free(wctx);
|
||||
|
||||
return 0;
|
||||
|
|
|
|||
Loading…
Reference in New Issue