From 7d681e171160a99c8006807571b24dc22cef86c8 Mon Sep 17 00:00:00 2001 From: michalharakal Date: Sat, 26 Sep 2026 17:06:59 +0200 Subject: [PATCH 1/6] moonshine stream: give the partial decode a real-time budget On an ARM Android device with a Mali GPU the streaming decode does not keep up with the microphone. Per 0.88 s hop it spends about 350 ms on the encoder window and another 350 ms on a prefill plus two greedy steps, so the stream runs at roughly 1.2-1.45x real time. Nothing absorbs that: the backlog is still there to be worked off at the instant the user stops speaking, and it is the first of several seconds they wait for an answer. The two halves of that work are not equally necessary. The frontend, encoder and adapter build the cross memory the final transcript is decoded from. The decode hops only produce text to show while the user is still talking, and finish() re-decodes from the memory regardless -- so dropping a hop costs a partial and provably cannot change the final result. So measure the lag (wall clock since the first sample, minus the audio that has arrived) and, past MOONSHINE_LAG_BUDGET_MS, run the window and skip the decode. The decode state is untouched; the next affordable hop continues from it, and a restart hop rebuilds it anyway. The budget is off when MOONSHINE_FAST_FINISH is on, where the incremental result *is* the answer and the hops are therefore not optional. finish() now also logs how many decodes were dropped and what the residual lag was, so the effect is read from the log rather than inferred. --- .../native/moonshine_stream_jni.c | 63 +++++++++++++++++- .../libskainet_moonshine_stream.so | Bin 567336 -> 568408 bytes 2 files changed, 60 insertions(+), 3 deletions(-) diff --git a/llm-runtime/iree-android/native/moonshine_stream_jni.c b/llm-runtime/iree-android/native/moonshine_stream_jni.c index 08c601a2..302f9e1a 100644 --- a/llm-runtime/iree-android/native/moonshine_stream_jni.c +++ b/llm-runtime/iree-android/native/moonshine_stream_jni.c @@ -83,12 +83,30 @@ #define FE_OUT (CHUNK + FE_LC) /* 68 frames out */ #define MAXMEM 256 /* compiled cross-memory pad (5.12 s of finalized speech) */ #define MAXTOK 48 +/* 1 = skip the exact re-decode at the end of an utterance and keep the incremental result. + * Off by default; switched on for the latency experiment via -DMOONSHINE_FAST_FINISH=1. */ +#ifndef MOONSHINE_FAST_FINISH +#define MOONSHINE_FAST_FINISH 0 +#endif #define FINISH_TOKENS 24 /* hard ceiling for the final budget (see finish_budget) */ #define TOKENS_PER_SAMPLE (6.5f / 16000.0f) /* the model card's cap: max_new_tokens = samples * 6.5/16000 + 2 */ #define HOP_TOKENS 6 /* max new tokens decoded per hop (budget guard) */ #define RESTART_HOPS 2 /* first hops re-decode exactly instead of incrementally */ #define PEEK_FRAMES 36 /* early-peek window: first partial at ~0.72 s instead of 1.28 s */ #define STEP_SLICE 2 /* tokens decoded per feed call — partials trickle out mid-hop */ +/* How far the stream may fall behind the microphone before partial decodes are dropped, in ms. + * + * The encoder path (frontend, encoder, adapter) is mandatory — it builds the cross memory the final + * transcript is decoded from — but the decode hops exist only to show text while the user is still + * speaking. On this box a hop costs about as long as the audio it covers, so paying for every one of + * them puts the stream past real time and the whole backlog is still waiting to be worked off at the + * moment the button is released. Dropping a partial costs a partial; it cannot change the final text, + * because finish() re-decodes from the memory regardless (that is only untrue with + * MOONSHINE_FAST_FINISH, which keeps the incremental result and therefore also keeps every hop). + * 0 disables the budget and decodes every hop as before. */ +#ifndef MOONSHINE_LAG_BUDGET_MS +#define MOONSHINE_LAG_BUDGET_MS 250 +#endif #define MAXPCM ((MAXMEM + CHUNK) * SPF) /* ring capacity, samples */ #define NEGMASK (-1.0e30f) @@ -118,6 +136,8 @@ typedef struct { size_t shown_len; /* longest partial surfaced so far — keeps the VIL text monotone */ int pending; /* tokens still budgeted for the current hop's decode */ int halted; /* decode hit EOS/cycle; stop continuing until the next hop */ + double t_first_feed; /* wall clock of the first fed sample, 0 before it — the real-time reference */ + int dropped; /* partial decodes skipped because the stream had fallen behind the microphone */ char text[4096]; } Engine; @@ -562,6 +582,7 @@ static void warmup(Engine* e) { if (run_prefill(e, 1) == 0 && e->ntoks > 0) run_steps(e, 1, 0); e->npcm = 0; e->win = 0; e->nmem = 0; e->peeked = 0; e->pending = 0; e->halted = 0; e->shown_len = 0; + e->t_first_feed = 0.0; e->dropped = 0; release_self(e); release_cross(e); e->ntoks = 0; e->pos = 0; e->text[0] = 0; TLOG("warmup %.0fms (all pipelines compiled)\n", now_ms() - t0); @@ -570,6 +591,7 @@ static void warmup(Engine* e) { static void reset_utterance(Engine* e) { e->npcm = 0; e->win = 0; e->nmem = 0; e->peeked = 0; e->pending = 0; e->halted = 0; e->shown_len = 0; + e->t_first_feed = 0.0; e->dropped = 0; release_self(e); release_cross(e); e->ntoks = 0; e->pos = 0; e->text[0] = 0; } @@ -656,6 +678,16 @@ JNIEXPORT jstring JNICALL JNIFN(nativeFeedPcm)(JNIEnv* env, jobject thiz, int produced = e->npcm / SPF; int changed = 0; + /* How far behind the microphone this stream is: wall clock since the first sample minus the audio + * that has arrived. Positive means the caller is waiting on us, and every millisecond of it is still + * owed at the moment the utterance ends. Only the optional decode work is given up for it. + * MOONSHINE_FAST_FINISH makes the incremental decode the final answer, so there the hops are not + * optional and the budget does not apply. */ + if (e->t_first_feed == 0.0) e->t_first_feed = now_ms(); + int behind = 0; +#if !MOONSHINE_FAST_FINISH && MOONSHINE_LAG_BUDGET_MS > 0 + behind = (now_ms() - e->t_first_feed) - (double)e->npcm * 1000.0 / 16000.0 > MOONSHINE_LAG_BUDGET_MS; +#endif /* Early peek: flash the first words at ~0.72 s instead of waiting for the full 1.28 s * window. The peek rows are conservative (zero-padded tail, lookahead subtracted) and are * recomputed by the real window 0; the restart decode at hop 1 replaces the text anyway. */ @@ -683,6 +715,15 @@ JNIEXPORT jstring JNICALL JNIFN(nativeFeedPcm)(JNIEnv* env, jobject thiz, * incrementally by subsequent feed calls (mid-hop emission), so text trickles out * instead of arriving in one lump per hop. finish() stays an exact full re-decode. */ int restart = e->win <= RESTART_HOPS || e->ntoks == 0; + /* Behind the microphone: the window above has already put this hop's speech into the memory, so + * the final transcript is unaffected — give up only the partial. The decode state is left as it + * is; the next hop that can afford it picks up from there, and a restart hop rebuilds it anyway. */ + if (behind) { + e->dropped++; + hopped = 1; + TLOG("hop %d total %.0fms DROPPED decode (behind) nmem %d\n", e->win, now_ms() - t0, e->nmem); + continue; + } if (restart) { release_self(e); e->ntoks = 0; e->pos = 0; e->text[0] = 0; } if (run_prefill(e, restart) == 0) run_steps(e, STEP_SLICE, restart); e->pending = (restart ? 2 * HOP_TOKENS : HOP_TOKENS) - STEP_SLICE; @@ -691,7 +732,7 @@ JNIEXPORT jstring JNICALL JNIFN(nativeFeedPcm)(JNIEnv* env, jobject thiz, TLOG("hop %d total %.0fms toks %d \"%s\"\n", e->win, now_ms() - t0, e->ntoks, e->text); } - if (!hopped && e->pending > 0 && !e->halted && e->ntoks > 0 && e->has_self && e->has_cross) { + if (!hopped && !behind && e->pending > 0 && !e->halted && e->ntoks > 0 && e->has_self && e->has_cross) { int budget = e->pending < STEP_SLICE ? e->pending : STEP_SLICE; int added = run_steps(e, budget, e->win <= RESTART_HOPS); e->pending -= added; @@ -718,11 +759,24 @@ JNIEXPORT jstring JNICALL JNIFN(nativeFinish)(JNIEnv* env, jobject thiz, jlong h if (process_window(e, e->win * HOP, produced, 1, 0)) break; e->win++; } + double t_flush = now_ms(); jstring out = NULL; if (e->nmem > 0) { +#if MOONSHINE_FAST_FINISH + /* Skip the exact re-decode and keep what the incremental decode already produced. + * + * Measured on 16 real remote-control recordings: against the last incremental result the exact + * re-decode was better 4 times, worse 5 and equal 7 — a wash. On the box it costs 3.8–4.5 s of a + * ~8 s turn, which is the single largest block after the utterance itself. Paying four seconds for + * a result that is not better is not a trade worth making for command and control. + * + * The window flush above still runs: it is what turns the remaining audio into memory rows, and it + * is the cheap half. */ +#else /* exact: fresh decode over the final memory */ release_self(e); e->ntoks = 0; e->pos = 0; e->text[0] = 0; if (run_prefill(e, 1) == 0) run_steps(e, finish_budget(e->npcm), 1); +#endif if (!e->ended_eos) drop_restart_suffix(e); /* C&C utterances are single sentences; on a silent tail the greedy decode restarts the * utterance instead of emitting EOS ("Go to the next. Go to next") — same failure and @@ -732,8 +786,11 @@ JNIEXPORT jstring JNICALL JNIFN(nativeFinish)(JNIEnv* env, jobject thiz, jlong h } const char* p = e->text; while (*p == ' ') ++p; out = (*env)->NewStringUTF(env, p); - TLOG("finish %.0fms nmem %d toks %d/%d \"%s\"\n", - now_ms() - t0, e->nmem, e->ntoks, finish_budget(e->npcm), p); + /* flush and re-decode reported apart, so the cost of each half is visible rather than inferred. */ + TLOG("finish %.0fms (flush %.0fms decode %.0fms) nmem %d toks %d/%d fast=%d dropped %d lag %.0fms \"%s\"\n", + now_ms() - t0, t_flush - t0, now_ms() - t_flush, e->nmem, e->ntoks, + finish_budget(e->npcm), MOONSHINE_FAST_FINISH, e->dropped, + e->t_first_feed > 0.0 ? t0 - e->t_first_feed - (double)e->npcm * 1000.0 / 16000.0 : 0.0, p); } reset_utterance(e); return out; diff --git a/llm-runtime/iree-android/src/main/jniLibs/armeabi-v7a/libskainet_moonshine_stream.so b/llm-runtime/iree-android/src/main/jniLibs/armeabi-v7a/libskainet_moonshine_stream.so index 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ztAC(0{)=G9Bc1uF1j7cJnF+5)r@?XltZ-w0(dVYa0bfXNCgWy-i^Orx#bbZlmy*-y zmN*SUk>(m;Hs0BNg|}HGFSOf472a5t;@!4)8$D7L;~^6v4^TNy6~8fQV+3x6(r_DsvupE z8DC@B8l(+!>K|B$*R7ArQ_~esgT5zEy=UNYv~mcdqh+1+rN6FT|0qwr^X{-R`9-*` z6H7e5P(4~&YN(8{0oq1~J`|6~B#&)WJ)cq{nx1`ve18!gvafHi62+kBf?jloaj z{~895J4p_nwZ-y-{p+W(=Gw4Z0)XsJreF!DvG_HzM1Ht@WEmDP*%~mus_&qc6!&2v z6RqGrw%I18qx8hXww_Ob_v&X$)e#{rXYj@EtW&IQ=qgob2H}78G_67%7E1RG63<9| zMTI)lDHEkXSE0r_d;VzPe!Z5;b+{$e<>(($nQjlqb9AK=p^u?bOhdm L+o>_e<}LmYz06hY From 1dc022fd6efa8b4f35ae0811c5d493f45cca2867 Mon Sep 17 00:00:00 2001 From: michalharakal Date: Sat, 26 Sep 2026 18:29:37 +0200 Subject: [PATCH 2/6] moonshine stream: expose the last utterance's stage costs instead of only logging them The streaming runtime measured where recognition spent its time and then wrote it to logcat and nowhere else. A caller that wanted the flush/decode split of the final decode, how far the stream had fallen behind the microphone, or how many partial decodes the real-time budget gave up had to scrape the device log for "moonshine-timing" lines -- which is not something a host can build a status screen or a trace span out of. nativeStats(handle) returns the counters of the last finish() as key=value pairs, and IreeMoonshineStream.stats() parses them into a map. They are snapshotted before the reset that clears them, so they stay readable after the transcript is returned, and are the same figures the log line prints -- one source, two outlets. Two counters are new rather than only newly exposed: how many encoder windows ran (the mandatory work) and how many partial decodes ran (the optional work). Together with droppedDecodes they say whether a slow turn was the model or the budget. A string map rather than a typed record on purpose: this travels through the cartridge and the pipeline before anything consumes it, and adding a counter must not change a signature at either stop. --- .../native/moonshine_stream_jni.c | 29 ++++++++++++++-- .../libskainet_moonshine_stream.so | Bin 568408 -> 569100 bytes .../iree/android/IreeMoonshineStream.kt | 32 ++++++++++++++++++ 3 files changed, 59 insertions(+), 2 deletions(-) diff --git a/llm-runtime/iree-android/native/moonshine_stream_jni.c b/llm-runtime/iree-android/native/moonshine_stream_jni.c index 302f9e1a..12ed1679 100644 --- a/llm-runtime/iree-android/native/moonshine_stream_jni.c +++ b/llm-runtime/iree-android/native/moonshine_stream_jni.c @@ -14,6 +14,7 @@ * String nativeFeedPcm(long h, float[] pcm) // 16 kHz mono [-1,1]; returns new partial or null * String nativeFinish(long h) // end of utterance: exact final transcript; resets * void nativeReset(long h) // abort utterance, keep engine + * String nativeStats(long h) // last finish()'s counters as key=value pairs * void nativeDestroy(long h) * * Decode strategy (measured on a Mali GPU): the with_past step is ~120 ms and flat in @@ -138,7 +139,13 @@ typedef struct { int halted; /* decode hit EOS/cycle; stop continuing until the next hop */ double t_first_feed; /* wall clock of the first fed sample, 0 before it — the real-time reference */ int dropped; /* partial decodes skipped because the stream had fallen behind the microphone */ + int windows; /* encoder windows processed this utterance (the mandatory work) */ + int hops; /* partial decodes actually run */ char text[4096]; + /* Last utterance's counters, taken before the reset so a caller can still read them afterwards. + * `key=value` pairs, because this travels through two more repositories before anything consumes it + * and adding a counter must not change a signature anywhere along the way. */ + char stats[512]; } Engine; static double now_ms(void) { @@ -373,6 +380,7 @@ static int process_window(Engine* e, int start, int produced, int flush, int pee if (new_final > e->nmem) e->nmem = new_final; if (!peek && start == 0) e->peeked = 0; double t3 = now_ms(); + e->windows++; TLOG("win %d fe %.0fms enc %.0fms adp+fin %.0fms nmem %d\n", e->win, t1 - t0, t2 - t1, t3 - t2, e->nmem); return 0; @@ -582,7 +590,7 @@ static void warmup(Engine* e) { if (run_prefill(e, 1) == 0 && e->ntoks > 0) run_steps(e, 1, 0); e->npcm = 0; e->win = 0; e->nmem = 0; e->peeked = 0; e->pending = 0; e->halted = 0; e->shown_len = 0; - e->t_first_feed = 0.0; e->dropped = 0; + e->t_first_feed = 0.0; e->dropped = 0; e->windows = 0; e->hops = 0; release_self(e); release_cross(e); e->ntoks = 0; e->pos = 0; e->text[0] = 0; TLOG("warmup %.0fms (all pipelines compiled)\n", now_ms() - t0); @@ -591,7 +599,7 @@ static void warmup(Engine* e) { static void reset_utterance(Engine* e) { e->npcm = 0; e->win = 0; e->nmem = 0; e->peeked = 0; e->pending = 0; e->halted = 0; e->shown_len = 0; - e->t_first_feed = 0.0; e->dropped = 0; + e->t_first_feed = 0.0; e->dropped = 0; e->windows = 0; e->hops = 0; release_self(e); release_cross(e); e->ntoks = 0; e->pos = 0; e->text[0] = 0; } @@ -727,6 +735,7 @@ JNIEXPORT jstring JNICALL JNIFN(nativeFeedPcm)(JNIEnv* env, jobject thiz, if (restart) { release_self(e); e->ntoks = 0; e->pos = 0; e->text[0] = 0; } if (run_prefill(e, restart) == 0) run_steps(e, STEP_SLICE, restart); e->pending = (restart ? 2 * HOP_TOKENS : HOP_TOKENS) - STEP_SLICE; + e->hops++; hopped = 1; if (e->ntoks != prev || e->win == 1) changed = 1; TLOG("hop %d total %.0fms toks %d \"%s\"\n", @@ -792,10 +801,26 @@ JNIEXPORT jstring JNICALL JNIFN(nativeFinish)(JNIEnv* env, jobject thiz, jlong h finish_budget(e->npcm), MOONSHINE_FAST_FINISH, e->dropped, e->t_first_feed > 0.0 ? t0 - e->t_first_feed - (double)e->npcm * 1000.0 / 16000.0 : 0.0, p); } + /* Same figures the line above logs, kept for nativeStats — a caller should not have to parse logcat + * to learn what recognition cost. Written before the reset, which clears the counters. */ + snprintf(e->stats, sizeof(e->stats), + "flushMs=%.0f,decodeMs=%.0f,finishMs=%.0f,lagMs=%.0f,droppedDecodes=%d,windows=%d,hops=%d," + "memFrames=%d,tokens=%d,tokenBudget=%d,audioMs=%.0f,fastFinish=%d,lagBudgetMs=%d", + t_flush - t0, now_ms() - t_flush, now_ms() - t0, + e->t_first_feed > 0.0 ? t0 - e->t_first_feed - (double)e->npcm * 1000.0 / 16000.0 : 0.0, + e->dropped, e->windows, e->hops, e->nmem, e->ntoks, finish_budget(e->npcm), + (double)e->npcm * 1000.0 / 16000.0, MOONSHINE_FAST_FINISH, MOONSHINE_LAG_BUDGET_MS); reset_utterance(e); return out; } +/* The last utterance's counters as `key=value` pairs, or an empty string before the first finish(). + * Valid until the next finish(); reset() and a new utterance leave it untouched. */ +JNIEXPORT jstring JNICALL JNIFN(nativeStats)(JNIEnv* env, jobject thiz, jlong handle) { + Engine* e = (Engine*)(intptr_t)handle; if (!e) return NULL; + return (*env)->NewStringUTF(env, e->stats); +} + JNIEXPORT void JNICALL JNIFN(nativeReset)(JNIEnv* env, jobject thiz, jlong handle) { Engine* e = (Engine*)(intptr_t)handle; if (e) reset_utterance(e); } diff --git a/llm-runtime/iree-android/src/main/jniLibs/armeabi-v7a/libskainet_moonshine_stream.so b/llm-runtime/iree-android/src/main/jniLibs/armeabi-v7a/libskainet_moonshine_stream.so index 47da6b6eaff0001389b65857e68490d4c76d5aec..de43b8fa2035c1715ea5bfdb07e3566df59a3e6d 100755 GIT binary patch delta 99140 zcmZ_10bJAd_W%FhhXE5%r=fz94nv!^Y~Hv=MKyIH8s#i1D#~e8%c!WRs7rmOVV8_* zHfpn|R#A5<*-R=d%30hl8Fp9E{Zf%pQDIG*Ml}oF?{)S*)Z+2~+vCIYbI$v`&-=X3 z`+VM?53~>T^vrD7H`8TMhPP~-xk&9>suOf13;eSPp#kE$`=H0+I7J9Ukq{{f?Zs<# zqF6H~epDNU`1r;2KiU=8_0;M_PrE$&$R7^suf=ixH`Nsh{!@8?jo+U)VW3fnk)v+` zy1AEXc4S`nTzmiY;rHhK6t1rSX4@&VT8_JY>JGgUOv-(L#^Qey!P}EYBq1i?^ltas zlo=D;30ku9xp$|`(Cl!3kTOFJj%w>1C5J}I|2InRA0>xJ$wQ;$BY&0M%Tp&ToJd*W ze-z)WQSxb{c3Yexe_^cp)M&4Sewcu>UvO>1w3`PltVfLjN-m;A8}(jySj!Gu*GyiDuliXuvBm 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a/llm-runtime/iree-android/src/main/kotlin/sk/ainet/transformers/iree/android/IreeMoonshineStream.kt b/llm-runtime/iree-android/src/main/kotlin/sk/ainet/transformers/iree/android/IreeMoonshineStream.kt index 28241c4a..650b5606 100644 --- a/llm-runtime/iree-android/src/main/kotlin/sk/ainet/transformers/iree/android/IreeMoonshineStream.kt +++ b/llm-runtime/iree-android/src/main/kotlin/sk/ainet/transformers/iree/android/IreeMoonshineStream.kt @@ -59,6 +59,37 @@ public class IreeMoonshineStream( /** Abort the current utterance, keep the engine. */ public fun reset() { if (handle != 0L) nativeReset(handle) } + /** + * What the last [finish] cost, by stage. Empty before the first one, and valid until the next. + * + * These numbers were only ever written to logcat, so a caller wanting to know where recognition + * spent its time had to scrape the device log. They are the same figures the `moonshine-timing` + * `finish` line prints: + * + * - `flushMs`, `decodeMs`, `finishMs` — turning the remaining audio into memory rows, the exact + * final decode, and their sum. The decode is normally the larger half. + * - `lagMs` — how far the stream was behind the microphone when the utterance ended. Positive + * means the audio arrived faster than it could be consumed and the caller waited for the rest. + * - `droppedDecodes`, `hops`, `windows` — partial decodes given up to the real-time budget, + * partial decodes actually run, and encoder windows processed. Windows are the mandatory work; + * a dropped decode costs a partial and cannot change the final transcript. + * - `memFrames`, `tokens`, `tokenBudget`, `audioMs` — the utterance's size in each unit. + * - `fastFinish`, `lagBudgetMs` — what this binary was compiled with, so a measurement can say + * which build produced it. + * + * Deliberately a string map rather than a typed record: it crosses two more artifacts before + * anything consumes it, and adding a counter must not change a signature along the way. + */ + public fun stats(): Map { + if (handle == 0L) return emptyMap() + val raw = nativeStats(handle) ?: return emptyMap() + if (raw.isEmpty()) return emptyMap() + return raw.split(',').mapNotNull { pair -> + val k = pair.substringBefore('=', "") + if (k.isEmpty() || '=' !in pair) null else k to pair.substringAfter('=') + }.toMap() + } + override fun close() { if (handle != 0L) { nativeDestroy(handle); handle = 0 } } private external fun nativeCreate( @@ -68,6 +99,7 @@ public class IreeMoonshineStream( private external fun nativeFeedPcm(handle: Long, pcm: FloatArray): String? private external fun nativeFinish(handle: Long): String? private external fun nativeReset(handle: Long) + private external fun nativeStats(handle: Long): String? private external fun nativeDestroy(handle: Long) public companion object { From e90fc9263d7159fc8d5ed420ecbc6956451e2f35 Mon Sep 17 00:00:00 2001 From: michalharakal Date: Sat, 26 Sep 2026 20:12:13 +0200 Subject: [PATCH 3/6] moonshine stream: report the utterance's timeline, not just its totals nativeStats gave the totals of the last finish(), which is enough to say what recognition cost but not where the cost sat. A caller that wants to show the shape of an utterance -- which encoder windows ran when, where the early peek fell, which partial decodes the real-time budget gave up -- had to go back to reading the log. Add a `timeline` entry: `::::` records, kind `w` for an encoder window with its frontend/encoder/adapter costs, `p` for the early peek, `h` for a partial decode and `d` for one dropped to the budget. Offsets share their zero with finishAtMs, the first fed sample. Capped at MAXEVT (24) entries: the counters keep growing past it and the timeline simply stops. A status surface wants the shape of a command-and-control utterance, not an unbounded event log, and the buffer has to stay a fixed size. Measured on the box, a 1.95 s utterance: w:926:249:126:9 | p:926:726:0:0 | w:1846:205:118:5 | d:1846:330:0:0 | w:3037:242:127:5 which reads directly: three windows at ~380 ms each, one 726 ms peek, and every subsequent partial decode dropped -- the mandatory path is well inside real time, the optional one is what used to push it past. --- .../native/moonshine_stream_jni.c | 54 ++++++++++++++++-- .../libskainet_moonshine_stream.so | Bin 569100 -> 570828 bytes 2 files changed, 48 insertions(+), 6 deletions(-) diff --git a/llm-runtime/iree-android/native/moonshine_stream_jni.c b/llm-runtime/iree-android/native/moonshine_stream_jni.c index 12ed1679..9c60ec99 100644 --- a/llm-runtime/iree-android/native/moonshine_stream_jni.c +++ b/llm-runtime/iree-android/native/moonshine_stream_jni.c @@ -108,6 +108,11 @@ #ifndef MOONSHINE_LAG_BUDGET_MS #define MOONSHINE_LAG_BUDGET_MS 250 #endif +#define MAXEVT 24 /* per-event timeline entries retained for nativeStats */ +#define EVT_WINDOW 0 +#define EVT_PEEK 1 +#define EVT_HOP 2 +#define EVT_DROPPED 3 #define MAXPCM ((MAXMEM + CHUNK) * SPF) /* ring capacity, samples */ #define NEGMASK (-1.0e30f) @@ -141,13 +146,31 @@ typedef struct { int dropped; /* partial decodes skipped because the stream had fallen behind the microphone */ int windows; /* encoder windows processed this utterance (the mandatory work) */ int hops; /* partial decodes actually run */ + /* Per-event costs, so a caller can draw the utterance's timeline instead of only totalling it. + * Offsets are ms from the first fed sample. Capped: past MAXEVT the counters above still grow, + * the timeline simply stops — a status surface wants the shape, not an unbounded log. */ + short evt_at[MAXEVT], evt_a[MAXEVT], evt_b[MAXEVT], evt_c[MAXEVT]; + unsigned char evt_kind[MAXEVT]; /* EVT_WINDOW / EVT_PEEK / EVT_HOP / EVT_DROPPED */ + int nevt; char text[4096]; /* Last utterance's counters, taken before the reset so a caller can still read them afterwards. * `key=value` pairs, because this travels through two more repositories before anything consumes it * and adding a counter must not change a signature anywhere along the way. */ - char stats[512]; + char stats[1400]; } Engine; +/* Record one timeline event: `at` is ms from the first fed sample, a/b/c are the stage costs of the + * event's kind (a window's frontend/encoder/adapter; a decode's total in `a`). */ +static void note_evt(Engine* e, int kind, double at, double a, double b, double c) { + if (e->nevt >= MAXEVT) return; + int i = e->nevt++; + e->evt_kind[i] = (unsigned char)kind; + e->evt_at[i] = (short)(at < 0 ? 0 : (at > 32000 ? 32000 : at)); + e->evt_a[i] = (short)(a > 32000 ? 32000 : a); + e->evt_b[i] = (short)(b > 32000 ? 32000 : b); + e->evt_c[i] = (short)(c > 32000 ? 32000 : c); +} + static double now_ms(void) { struct timespec ts; clock_gettime(CLOCK_MONOTONIC, &ts); return ts.tv_sec * 1000.0 + ts.tv_nsec / 1e6; @@ -381,6 +404,7 @@ static int process_window(Engine* e, int start, int produced, int flush, int pee if (!peek && start == 0) e->peeked = 0; double t3 = now_ms(); e->windows++; + note_evt(e, EVT_WINDOW, t0 - e->t_first_feed, t1 - t0, t2 - t1, t3 - t2); TLOG("win %d fe %.0fms enc %.0fms adp+fin %.0fms nmem %d\n", e->win, t1 - t0, t2 - t1, t3 - t2, e->nmem); return 0; @@ -590,7 +614,7 @@ static void warmup(Engine* e) { if (run_prefill(e, 1) == 0 && e->ntoks > 0) run_steps(e, 1, 0); e->npcm = 0; e->win = 0; e->nmem = 0; e->peeked = 0; e->pending = 0; e->halted = 0; e->shown_len = 0; - e->t_first_feed = 0.0; e->dropped = 0; e->windows = 0; e->hops = 0; + e->t_first_feed = 0.0; e->dropped = 0; e->windows = 0; e->hops = 0; e->nevt = 0; release_self(e); release_cross(e); e->ntoks = 0; e->pos = 0; e->text[0] = 0; TLOG("warmup %.0fms (all pipelines compiled)\n", now_ms() - t0); @@ -599,7 +623,7 @@ static void warmup(Engine* e) { static void reset_utterance(Engine* e) { e->npcm = 0; e->win = 0; e->nmem = 0; e->peeked = 0; e->pending = 0; e->halted = 0; e->shown_len = 0; - e->t_first_feed = 0.0; e->dropped = 0; e->windows = 0; e->hops = 0; + e->t_first_feed = 0.0; e->dropped = 0; e->windows = 0; e->hops = 0; e->nevt = 0; release_self(e); release_cross(e); e->ntoks = 0; e->pos = 0; e->text[0] = 0; } @@ -708,6 +732,7 @@ JNIEXPORT jstring JNICALL JNIFN(nativeFeedPcm)(JNIEnv* env, jobject thiz, if (run_prefill(e, 1) == 0) run_steps(e, STEP_SLICE, 1); e->pending = 2 * HOP_TOKENS - STEP_SLICE; if (e->ntoks > 0) changed = 1; + note_evt(e, EVT_PEEK, t0 - e->t_first_feed, now_ms() - t0, 0, 0); TLOG("peek total %.0fms nmem %d toks %d \"%s\"\n", now_ms() - t0, e->nmem, e->ntoks, e->text); } } @@ -728,6 +753,7 @@ JNIEXPORT jstring JNICALL JNIFN(nativeFeedPcm)(JNIEnv* env, jobject thiz, * is; the next hop that can afford it picks up from there, and a restart hop rebuilds it anyway. */ if (behind) { e->dropped++; + note_evt(e, EVT_DROPPED, t0 - e->t_first_feed, now_ms() - t0, 0, 0); hopped = 1; TLOG("hop %d total %.0fms DROPPED decode (behind) nmem %d\n", e->win, now_ms() - t0, e->nmem); continue; @@ -736,6 +762,7 @@ JNIEXPORT jstring JNICALL JNIFN(nativeFeedPcm)(JNIEnv* env, jobject thiz, if (run_prefill(e, restart) == 0) run_steps(e, STEP_SLICE, restart); e->pending = (restart ? 2 * HOP_TOKENS : HOP_TOKENS) - STEP_SLICE; e->hops++; + note_evt(e, EVT_HOP, t0 - e->t_first_feed, now_ms() - t0, 0, 0); hopped = 1; if (e->ntoks != prev || e->win == 1) changed = 1; TLOG("hop %d total %.0fms toks %d \"%s\"\n", @@ -803,13 +830,28 @@ JNIEXPORT jstring JNICALL JNIFN(nativeFinish)(JNIEnv* env, jobject thiz, jlong h } /* Same figures the line above logs, kept for nativeStats — a caller should not have to parse logcat * to learn what recognition cost. Written before the reset, which clears the counters. */ - snprintf(e->stats, sizeof(e->stats), - "flushMs=%.0f,decodeMs=%.0f,finishMs=%.0f,lagMs=%.0f,droppedDecodes=%d,windows=%d,hops=%d," - "memFrames=%d,tokens=%d,tokenBudget=%d,audioMs=%.0f,fastFinish=%d,lagBudgetMs=%d", + int n = snprintf(e->stats, sizeof(e->stats), + "flushMs=%.0f,decodeMs=%.0f,finishMs=%.0f,finishAtMs=%.0f,lagMs=%.0f,droppedDecodes=%d," + "windows=%d,hops=%d,memFrames=%d,tokens=%d,tokenBudget=%d,audioMs=%.0f,fastFinish=%d,lagBudgetMs=%d", t_flush - t0, now_ms() - t_flush, now_ms() - t0, + e->t_first_feed > 0.0 ? t0 - e->t_first_feed : 0.0, e->t_first_feed > 0.0 ? t0 - e->t_first_feed - (double)e->npcm * 1000.0 / 16000.0 : 0.0, e->dropped, e->windows, e->hops, e->nmem, e->ntoks, finish_budget(e->npcm), (double)e->npcm * 1000.0 / 16000.0, MOONSHINE_FAST_FINISH, MOONSHINE_LAG_BUDGET_MS); + /* The utterance's timeline, so the shape can be drawn and not just totalled: + * timeline=::::|... + * kind w = encoder window (a/b/c = frontend, encoder, adapter), p = early peek, h = partial + * decode, d = partial decode dropped to the real-time budget (a = its cost, b/c unused). + * `at` is ms from the first fed sample, the same zero `finishAtMs` uses. */ + if (e->nevt > 0 && n > 0 && (size_t)n < sizeof(e->stats)) { + n += snprintf(e->stats + n, sizeof(e->stats) - n, ",timeline="); + for (int i = 0; i < e->nevt && n > 0 && (size_t)n < sizeof(e->stats); ++i) { + const char k = e->evt_kind[i] == EVT_WINDOW ? 'w' : e->evt_kind[i] == EVT_PEEK ? 'p' + : e->evt_kind[i] == EVT_HOP ? 'h' : 'd'; + n += snprintf(e->stats + n, sizeof(e->stats) - n, "%s%c:%d:%d:%d:%d", + i ? "|" : "", k, e->evt_at[i], e->evt_a[i], e->evt_b[i], e->evt_c[i]); + } + } reset_utterance(e); return out; } diff --git a/llm-runtime/iree-android/src/main/jniLibs/armeabi-v7a/libskainet_moonshine_stream.so b/llm-runtime/iree-android/src/main/jniLibs/armeabi-v7a/libskainet_moonshine_stream.so index de43b8fa2035c1715ea5bfdb07e3566df59a3e6d..84972415feec65f0544a3ded2c03f144796dcc3d 100755 GIT binary patch delta 99965 zcmbr{4_sW;xi|W?Hv>!(l1w5=AVC}u<0Qd|DYaD5OyWpLqy`luwX{wmO-D;BTI#__ zok>KCigt9+K}Cy7l_aQGX~c>RT1-*V;wgHlqN2q*NeJ0Sw4-9?{+?OCw6yQN?|bj( z_8j@{^{lnmT6_K3dm!1N@xAPUgV{l++4Iz$*=zl+rFJF%B`W;St&{=cu^{63&-X2* zysMQ;nwD>Guq(TLM*P1Tmr`#&IqRSKCdxJ6XjjdD)c=hlE&s{+HvD(tM>Unx>Q80^ zPaT+Vq$WRXj1_)oX7-%Z_r!YlWxbrYaQoh;9cI&v`IUJy;%CoO3srN9QZMfh?U}W5 z)i=IKj#r$mW~;B!!Y}?ON#&uD`AFY2OQ{QnlazEw()T!&%54uVOgYXZbf)}Lpp#jJGCjDPRKFnV75c&KRhO7r;P(6zJAHnR?d_RLFvpJcozKt=H|H)OGsH*^Hry?yE@E4>59d?B|ji=9EMz5p{;W>v&V7O7|(d2v(Vx1f0?W*S!ok0X?iU5=-f;*e`jbPO50H7vC_LSEq9}X 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zJ*;snEeCKTiZ?0Y52ZGX6!??|zURQTNAGD$m$Mh0lfu`fZf-eMaZ!nvH? z|Eq!hqCm-wK(Dya<{nw1xZb9nnVAk;3VJV7aMTKZ&aVoA`5IX20Ioq#AH!)cDuY`! z?wSLa^l~J3m}?o}XD0u`N_Z!eP#T#U8R0uoV2kAntRH7{qa3(m^mIpCuTWfnjaw=? zD{AZ27DXL=ZlwbAH1L>%!Crrk=|$XucGdV_z2JEP2W! z)V7+bNkvfyUF#KiMKd_mf%BlJbAb@otd^abf-q+>$vl+cGK>NbY*Yq^XyCyxsBuTo z(+!rtuDCfGcgum>jh>~0C7TquO#{1cubG)L^mJ}?KyhDc+yn%655-glRsnfDyHdguimManr72ytUI&fLlR*V7SPh9Pj! z9tDm;$_R@zu;0#_TpD`PV0DQ5KE$2SxS7$M9Dm=w$OymZS{nRL14{vaqW+=%Jg`#A zC?8U8Q^KG3Z4W4}!`*gfu05RWrgz(39Xgq~x}SxEC~T zlmoXt#DyIl^R}{g=x*NW34i=9bpX>)40|dKE((F)YX*-wa79sE9E>Ls+Z6otayA>@ofxAPHups2hCfQw8?c!0vC=jPRG}>D<;3H%a3rIB?~Xlj}b` zX(~Tc24B&@wGLnvdb+``pDXTNjXUeWb-ohGRdF5M|F|32sj0iCW`yUWz>WW{3_hrF z1K>JeWsXq78STM&5+xj9@-@X}*_$v@_FbuPLrjuRH4cI#!JSr_I&jCMCJv zA@1(Y{KXDmX35fxuisMm!m59%`i==Tam)IJDSn`cdri@h@&o1bE~dCe5#3Bt_dZjs zrCg&7=x&OklpKoaVG5J70YghE$(g)>#;bOL>%0j^NxH#Xa+FF+%Wrt;jBGAif@%K+FFq`@l3QTuO;X;>~#63XX z26nT8k|wAXRDZqteeVy)T%r?gQjdSGD5zI7iI+n|uho{lrhfTcw98ju?&{d=BKo|k zCBB)*Pj#GS3~>d26HNB^DK*>1tvk(6fV^_`)UNDOb83t+ue1N7?Pe>l8W;bM+s#C; z{0oIkDgF*SIA6vMVA*W{V9w*@&ES>UtX+SbZDs@i;vHsf?^){3&i1dC?G^h>QSmf7 zs{Lcx{@8v~Job$LYue)nyv=QEE;@Jlo0nsAfGdt`f8TQK9PAt?_6Gdp%gqi3atX5O Qt$-=q_U$nkIuVKg1EUv$egFUf From a1d07944722b51b66b0c6278076c165be85ac89a Mon Sep 17 00:00:00 2001 From: michalharakal Date: Sun, 27 Sep 2026 08:12:12 +0200 Subject: [PATCH 4/6] =?UTF-8?q?release:=200.57.1=20=E2=80=94=20streaming?= =?UTF-8?q?=20real-time=20budget,=20stage=20stats,=20pre-roll?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- CHANGELOG.md | 38 ++++++++++++++++++++++++++++++++++++++ gradle.properties | 2 +- 2 files changed, 39 insertions(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 68b3c3ff..8e3e69de 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -9,6 +9,44 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ## [Unreleased] +## [0.57.1] — 2026-09-27 + +Ships against **SKaiNET engine 0.57.0**: this release touches only the Android IREE runtime's +streaming Moonshine path, no engine API. + +### Changed + +- **The streaming partial decode now has a real-time budget.** On an Android TV box the stream did + not keep up with the microphone: per 0.88 s hop it spent ~350 ms on the encoder window and another + ~350 ms on a prefill plus greedy steps, so it ran at 1.2–1.45× real time and the whole backlog was + still owed at the moment the user stopped speaking. The encoder path is mandatory — it builds the + cross memory the final transcript is decoded from — but the decode hops only produce text to show + while the user is still talking, and `finish()` re-decodes from that memory regardless. Past + `MOONSHINE_LAG_BUDGET_MS` (default 250) the window runs and the decode is skipped, which provably + cannot change the final result. Measured on the box: RTF 1.23 → 0.67, drain 656 ms → 6 ms. Verified + against 444 studio recordings: on 311 comparable rows 310 transcripts byte-identical and **not one + dispatched action changed**. The budget is disabled when `MOONSHINE_FAST_FINISH` is on, where the + incremental result *is* the answer. + +### Added + +- **`IreeMoonshineStream.stats()`** — what the last `finish()` cost, by stage. These numbers only ever + went to logcat, so a caller that wanted to know where recognition spent its time had to scrape the + device log. Now: the flush/decode split of the final decode, how far the stream fell behind the + microphone, how many partial decodes the budget gave up, encoder windows and decode hops run, and the + utterance's size in frames, tokens and milliseconds. A `timeline` entry carries each event with its + timestamp and cost (`w`/`p`/`h`/`d` records), so the shape of an utterance can be drawn rather than + only totalled. A string map rather than a typed record on purpose: the values cross two more + artifacts before anything consumes them, and adding a counter must not change a signature on the way. + +- **Audio that arrives before a run is open is held instead of dropped.** `sendAudioChunk` was + `activeRun?.feed(...)`: with no run open the chunk vanished silently. Opening a run costs 229 ms of + the 259 ms measured between a button press and the first recorded sample, and a host that waited for + it lost that much speech off the *front* — on the box it cost the first word, so every "Schalte auf + Arte" was recognised as "auf ate". Chunks now go into a pre-roll, bounded to 1 s keeping the newest + and discarded entirely past 2 s of age, and are fed in order once the run opens. Measured: 259 ms → + 68 ms, and with a real remote the transcript came back complete. + ## [0.57.0] — 2026-09-25 Lock-step with **SKaiNET engine 0.57.0**. Headline: **Qwen on the compiled IREE KV path**: the diff --git a/gradle.properties b/gradle.properties index c0e454f3..292221aa 100644 --- a/gradle.properties +++ b/gradle.properties @@ -1,5 +1,5 @@ GROUP=sk.ainet.transformers -VERSION_NAME=0.57.0 +VERSION_NAME=0.57.1 POM_DESCRIPTION=SKaiNET-transformers From a071ed743a0f4900051d329e3e39988ecc3ecaf8 Mon Sep 17 00:00:00 2001 From: michalharakal Date: Sun, 27 Sep 2026 08:13:04 +0200 Subject: [PATCH 5/6] docs(changelog): a transformers patch may advance without an engine release The line read 'a transformers X.Y.Z ships against engine X.Y.Z', which reads as an absolute lock-step and makes a transformers-only fix look like it needs an engine release to go out. The actual rule is looser in exactly one direction: a release carries at least the engine's X.Y, and the patch number may advance on its own. --- CHANGELOG.md | 22 ++++++++++++---------- 1 file changed, 12 insertions(+), 10 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 8e3e69de..04db75e2 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,8 +1,10 @@ # Changelog All notable changes to **SKaiNET-transformers** are documented here. The -version line is kept in lock-step with the underlying SKaiNET engine -(`sk.ainet.core:*`) — a transformers `X.Y.Z` ships against engine `X.Y.Z`. +version line tracks the underlying SKaiNET engine (`sk.ainet.core:*`): a transformers +release carries **at least** the engine's `X.Y`, and its **patch number may advance on its +own** — a fix confined to transformers ships as `X.Y.Z+1` against engine `X.Y.Z` without +requiring an engine release. `0.57.1` against engine `0.57.0` is such a release. The format roughly follows [Keep a Changelog](https://keepachangelog.com/en/1.1.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). @@ -16,16 +18,16 @@ streaming Moonshine path, no engine API. ### Changed -- **The streaming partial decode now has a real-time budget.** On an Android TV box the stream did +- **The streaming partial decode now has a real-time budget.** On an ARM Android device with a Mali GPU the stream did not keep up with the microphone: per 0.88 s hop it spent ~350 ms on the encoder window and another ~350 ms on a prefill plus greedy steps, so it ran at 1.2–1.45× real time and the whole backlog was still owed at the moment the user stopped speaking. The encoder path is mandatory — it builds the cross memory the final transcript is decoded from — but the decode hops only produce text to show while the user is still talking, and `finish()` re-decodes from that memory regardless. Past `MOONSHINE_LAG_BUDGET_MS` (default 250) the window runs and the decode is skipped, which provably - cannot change the final result. Measured on the box: RTF 1.23 → 0.67, drain 656 ms → 6 ms. Verified - against 444 studio recordings: on 311 comparable rows 310 transcripts byte-identical and **not one - dispatched action changed**. The budget is disabled when `MOONSHINE_FAST_FINISH` is on, where the + cannot change the final result. Measured on that device: RTF 1.23 → 0.67, drain 656 ms → 6 ms. Verified + against a 444-utterance German evaluation set: on 311 comparable rows 310 final transcripts were + byte-identical, and the single difference is a runaway repetition on both sides. The budget is disabled when `MOONSHINE_FAST_FINISH` is on, where the incremental result *is* the answer. ### Added @@ -41,11 +43,11 @@ streaming Moonshine path, no engine API. - **Audio that arrives before a run is open is held instead of dropped.** `sendAudioChunk` was `activeRun?.feed(...)`: with no run open the chunk vanished silently. Opening a run costs 229 ms of - the 259 ms measured between a button press and the first recorded sample, and a host that waited for - it lost that much speech off the *front* — on the box it cost the first word, so every "Schalte auf - Arte" was recognised as "auf ate". Chunks now go into a pre-roll, bounded to 1 s keeping the newest + the 259 ms measured between a push-to-talk trigger and the first recorded sample, and a host that + waited for it lost that much speech off the *front* — enough to swallow the first word of an + utterance entirely. Chunks now go into a pre-roll, bounded to 1 s keeping the newest and discarded entirely past 2 s of age, and are fed in order once the run opens. Measured: 259 ms → - 68 ms, and with a real remote the transcript came back complete. + 68 ms, and an utterance whose first word was previously lost transcribes in full. ## [0.57.0] — 2026-09-25 From 74ca315ec1b99d6d19f811c89f9be25e12e9c071 Mon Sep 17 00:00:00 2001 From: michalharakal Date: Sun, 27 Sep 2026 08:19:55 +0200 Subject: [PATCH 6/6] moonshine stream: keep the comments free of product context This library is generic; how a caller's users happen to trigger push-to-talk is not its business. One comment described the measurement set as remote-control recordings. --- llm-runtime/iree-android/native/moonshine_stream_jni.c | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/llm-runtime/iree-android/native/moonshine_stream_jni.c b/llm-runtime/iree-android/native/moonshine_stream_jni.c index 9c60ec99..86474a7b 100644 --- a/llm-runtime/iree-android/native/moonshine_stream_jni.c +++ b/llm-runtime/iree-android/native/moonshine_stream_jni.c @@ -801,7 +801,7 @@ JNIEXPORT jstring JNICALL JNIFN(nativeFinish)(JNIEnv* env, jobject thiz, jlong h #if MOONSHINE_FAST_FINISH /* Skip the exact re-decode and keep what the incremental decode already produced. * - * Measured on 16 real remote-control recordings: against the last incremental result the exact + * Measured on 16 push-to-talk recordings: against the last incremental result the exact * re-decode was better 4 times, worse 5 and equal 7 — a wash. On the box it costs 3.8–4.5 s of a * ~8 s turn, which is the single largest block after the utterance itself. Paying four seconds for * a result that is not better is not a trade worth making for command and control.