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b373f915b5
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8b52f4c92b
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@ -469,25 +469,23 @@
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Hardcoded Defaults: F5TTS_v1_Base, cfg_strength=2.5, nfe_step=32.
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</div>
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<label style="color:#8888AA;font-size:12px;">
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Modell-Architektur (F5TTS_v1_Base = Default multilingual, F5TTS_Base = fuer die meisten Fine-Tunes):
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</label>
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<label style="color:#8888AA;font-size:12px;">Modell-ID:</label>
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<input type="text" id="diag-f5tts-model"
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placeholder="F5TTS_v1_Base"
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style="background:#1E1E2E;color:#fff;border:1px solid #2A2A3E;border-radius:6px;padding:6px 10px;font-size:13px;">
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<label style="color:#8888AA;font-size:12px;">
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Custom Checkpoint — HF-Pfad (hf://user/repo/file) oder lokaler Container-Pfad. Leer = Default.
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Custom Checkpoint (HF-Repo "user/repo" oder Container-Pfad, leer = Default):
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</label>
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<input type="text" id="diag-f5tts-ckpt"
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placeholder="z.B. hf://aihpi/F5-TTS-German/F5TTS_Base/model_365000.safetensors"
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placeholder="z.B. aoxo/F5-TTS-German"
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style="background:#1E1E2E;color:#fff;border:1px solid #2A2A3E;border-radius:6px;padding:6px 10px;font-size:13px;">
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<label style="color:#8888AA;font-size:12px;">
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Custom Vocab — muss zum Checkpoint passen. Leer = Default.
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Custom Vocab (passend zum Checkpoint, optional):
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</label>
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<input type="text" id="diag-f5tts-vocab"
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placeholder="z.B. hf://aihpi/F5-TTS-German/vocab.txt"
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placeholder="leer = Default"
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style="background:#1E1E2E;color:#fff;border:1px solid #2A2A3E;border-radius:6px;padding:6px 10px;font-size:13px;">
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<div style="display:flex;gap:12px;">
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@ -99,33 +99,6 @@ def _get_f5tts_cls():
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return _F5TTS_cls
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def _resolve_hf_path(p: str) -> str:
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"""Wenn p mit 'hf://' anfaengt → aus HuggingFace Hub runterladen,
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lokalen Pfad zurueckgeben. Sonst unveraendert.
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Format: hf://user/repo/path/to/file.ext
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Beispiel: hf://aihpi/F5-TTS-German/F5TTS_Base/model_365000.safetensors
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"""
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if not p or not p.startswith("hf://"):
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return p
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try:
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from huggingface_hub import hf_hub_download
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rest = p[5:]
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parts = rest.split("/", 2)
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if len(parts) < 3:
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logger.warning("Ungueltiges hf:// Format: %s (erwarte hf://user/repo/path)", p)
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return p
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repo_id = f"{parts[0]}/{parts[1]}"
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filename = parts[2]
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logger.info("HF-Download: %s aus %s", filename, repo_id)
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local = hf_hub_download(repo_id=repo_id, filename=filename)
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logger.info("HF-Download fertig: %s", local)
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return local
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except Exception as e:
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logger.exception("HF-Download fehlgeschlagen fuer %s: %s", p, e)
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return p
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class F5Runner:
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"""Haelt das F5-TTS-Modell. Synthese laeuft im Executor (blocking).
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@ -149,16 +122,14 @@ class F5Runner:
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def _load_blocking(self) -> None:
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cls = _get_f5tts_cls()
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ckpt_resolved = _resolve_hf_path(self.ckpt_file) if self.ckpt_file else ""
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vocab_resolved = _resolve_hf_path(self.vocab_file) if self.vocab_file else ""
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logger.info("Lade F5-TTS '%s' (device=%s, ckpt=%s)...",
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self.model_id, F5TTS_DEVICE, ckpt_resolved or "default")
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self.model_id, F5TTS_DEVICE, self.ckpt_file or "default")
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self._load_started_at = time.time()
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kwargs = {"model": self.model_id, "device": F5TTS_DEVICE}
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if ckpt_resolved:
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kwargs["ckpt_file"] = ckpt_resolved
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if vocab_resolved:
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kwargs["vocab_file"] = vocab_resolved
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if self.ckpt_file:
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kwargs["ckpt_file"] = self.ckpt_file
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if self.vocab_file:
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kwargs["vocab_file"] = self.vocab_file
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self.model = cls(**kwargs)
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elapsed = time.time() - self._load_started_at
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logger.info("F5-TTS geladen in %.1fs (cfg_strength=%.1f, nfe=%d)",
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@ -285,48 +256,39 @@ def voice_paths(name: str) -> tuple[Path, Path]:
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def normalize_ref_wav(src_wav: Path, max_seconds: float = REF_MAX_SECONDS) -> tuple[Path, bool]:
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"""Bringt die Referenz-WAV in F5-TTS-freundliche Form:
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* 24kHz mono
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* max max_seconds Dauer
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* Stille am Anfang + Ende abgeschnitten (silenceremove-Filter)
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* Lautheit auf -16 LUFS normalisiert (loudnorm-Filter) damit
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das Modell konsistente Amplituden sieht
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F5-TTS reagiert empfindlich auf leise / verrauschte / zerhackte
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Referenzen. Konsistente, saubere Input-Lautheit hilft der Quali.
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24kHz mono + max max_seconds Dauer. Original wird ueberschrieben wenn
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Aenderungen noetig waren.
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Returns:
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(path, was_modified) — was_modified=True wenn die Datei wirklich
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geaendert wurde (Caller sollte dann den passenden .txt invalidieren).
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"""
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try:
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info = sf.info(str(src_wav))
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# Schon gut? Sample-Rate, Kanaele und Dauer passen?
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if (info.samplerate == TARGET_SR and info.channels == 1
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and info.duration <= max_seconds + 0.1):
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return src_wav, False
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except Exception:
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info = None
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tmp_out = src_wav.with_suffix(".conv.wav")
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# silenceremove am Anfang: bis -50dB gesprochen wird
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# silenceremove am Ende: ueber -50dB rein, dann 0.5s stille als Cutoff
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# loudnorm: EBU R128, Ziel -16 LUFS
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af = ("silenceremove=start_periods=1:start_duration=0.05:start_threshold=-50dB,"
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"silenceremove=stop_periods=1:stop_duration=0.5:stop_threshold=-50dB,"
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"loudnorm=I=-16:TP=-1.5:LRA=11")
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cmd = ["ffmpeg", "-y", "-i", str(src_wav),
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"-af", af,
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"-ar", str(TARGET_SR), "-ac", "1",
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"-t", str(max_seconds),
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"-f", "wav", str(tmp_out)]
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r = subprocess.run(cmd, capture_output=True, timeout=30)
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if r.returncode != 0:
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logger.warning("ffmpeg-Normalisierung von %s fehlgeschlagen: %s",
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src_wav, r.stderr.decode(errors="replace")[:300])
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src_wav, r.stderr.decode(errors="replace")[:200])
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try:
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tmp_out.unlink()
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except OSError:
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pass
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return src_wav, False
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os.replace(tmp_out, src_wav)
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try:
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info = sf.info(str(src_wav))
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logger.info("Referenz-WAV normalisiert: %s (%.1fs, %dHz mono, -16 LUFS, silence getrimmt)",
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src_wav.name, info.duration, info.samplerate)
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except Exception:
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logger.info("Referenz-WAV normalisiert: %s", src_wav.name)
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logger.info("Referenz-WAV normalisiert: %s (24kHz mono, max %.1fs)",
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src_wav.name, max_seconds)
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return src_wav, True
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