Read the stations that never say a word
Most of what identifies itself on the air identifies itself in Morse. A repeater, a beacon, an unattended transmitter: four to six characters, over in a second or two, and no speech anywhere in the capture. Every one of those was being thrown away, in three separate places. The callsign book and the map were built inside the transcription branch, on the reasoning that callsigns come out of transcripts. They also come out of Morse and out of APRS headers, neither of which involves a speech recogniser -- so a receiver with none installed found none of them, and a CW ident reached the sidecar and stopped there. Both are now built whenever classification is on, and all three sources go through one place. The CW decoder only ran where the classifier had already said cw, ook or carrier. A two-second ident is a fraction of a capture named after whatever filled the rest of it. Every capture is offered to it now, once it has finished; a decode does not relabel a capture that plainly holds speech. And the decoder's own gates were written for a paragraph. Three characters, eight elements, and any repeated character refused -- which read VVV, DE, AR and K correctly and then discarded them. Short is the normal case now, on a second bar: perfect timing, nothing undecoded, and the keyed tone at least 20 dB over its band. That last is not decoration. With four elements the dot length is fitted to those very elements, so noise lands on the grid as neatly as keying does; a third of a second of white noise decodes as a perfectly timed V. Over 200 noise blocks the loudest bin never rose 13 dB above the median while keying at 3 dB SNR sits above 40. One keyed element is still refused: a single pulse is an E or a T whether a person sent it or the squelch opened on a click. 288 non-Morse cases, no false positives. Feeding that text to a callsign lookup made truncation matter. A capture opens when the squelch does, halfway through an element as often as not, and half a character is not a smaller reading -- a K missing its first dash is an A. So the sliced character is dropped, and so is the rest of its word, because what is left can read as a whole one: K1AA caught halfway through is K1A, which is somebody else. Across 1805 truncated captures that is 107 invented callsigns down to none, with 550 correct ones still found. Phonetics, which is the other half of the ask. A recogniser has never heard of the alphabet -- it writes what the words sounded like: Whiskey-One-Alpha-Whiskey hyphenated WhiskeyOneAlphaWhiskey run together Whiskey1AlphaWhiskey and half in digits wiskey one alfa whisky spelled the way it sounded whiskey one alpha, uh, whiskey with the hesitation written down All read back to W1AW now. A word is only taken apart when it is phonetic all the way through, which is what keeps it off "kilometre" and "victorious". Two bugs found on the way, both of which invented a callsign: - Nothing is joined across a slash any more. The beacon W1AW/B came back as W1AWB, which belongs to nobody, and W1AW-4 came back as nothing at all. - Nor across a gap the sender chose. A transcript's spacing is the recogniser's guess and may be closed up; a word gap in Morse is seven dot units, so "KU0W K" is a station signing off, not a longer callsign. Also here: - saunterbrowse gives Morse a panel of its own, with the licence under it, searchable with / and readable with t. - --simulate no longer looks anything up or writes a map. The demo band is invented but W1AW is the ARRL's own station, and it would have been pinned to the same map a real scan writes. - classify._psk_order took the logarithm of zero on a silent block. - The demo band has a repeater ident in it, and its Morse no longer runs one repeat into the next. - conftest refuses a real licence lookup from any test. 1161 tests, up from 1014. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_016PsWPTweCT6pwxKngvVxcg
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@ -48,3 +48,152 @@ def test_silence_is_rejected():
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def test_encode_round_trip():
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assert encode_morse("SOS") == "... --- ..."
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assert encode_morse("A B") == ".- / -..."
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# ---------------------------------------------------------------------------
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# Short bursts
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#
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# Most of the CW on the air is not a conversation. It is a repeater, a
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# beacon or an unattended transmitter saying who it is and stopping, which is
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# four to six characters and over in a second or two. Those used to be read
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# correctly and then thrown away by gates written for a paragraph of text.
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# ---------------------------------------------------------------------------
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SHORT = ["W1AW", "K1AA", "KU0W", "N0CALL", "VVV", "DE", "AR", "K", "73", "QRZ"]
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@pytest.mark.parametrize("msg", SHORT)
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@pytest.mark.parametrize("wpm", [12, 20, 30, 45])
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def test_a_short_burst_is_read_and_believed(msg, wpm):
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r = decode_morse(morse_audio(msg, wpm, FS, 18), FS)
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assert r.text.strip() == msg
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assert r.is_morse, f"read {msg} correctly and then refused it: {r.notes}"
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def test_a_callsign_on_its_own_is_under_two_seconds_at_thirty_words():
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"""The length this is all about, stated so a regression is obvious."""
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from morse_gen import morse_keying
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keyed = np.flatnonzero(morse_keying("W1AW", 30, FS) > 0)
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assert (keyed[-1] - keyed[0]) / FS < 2.0
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assert decode_morse(morse_audio("W1AW", 30, FS, 18), FS).is_morse
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@pytest.mark.parametrize("msg", ["E", "T"])
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def test_one_keyed_element_is_not_an_identification(msg):
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"""A single pulse is an E or a T whether a person sent it or not.
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This is where "no matter how short" stops, and it stops here because
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below it there is nothing left to be right about.
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"""
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assert not decode_morse(morse_audio(msg, 20, FS, 20), FS).is_morse
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def test_a_repeated_character_with_structure_is_still_text():
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"""VVV is the oldest thing anyone sends, and it is not a pulse train.
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A uniform train of identical pulses decodes to EEEE or TTTT, which is
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what the check against one repeated character is for -- but V has dots
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and a dash of its own, which no train of identical pulses can produce.
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"""
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r = decode_morse(morse_audio("VVV", 20, FS, 20), FS)
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assert r.text.strip() == "VVV" and r.is_morse
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def test_a_uniform_pulse_train_is_still_refused():
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dot = 1.2 / 20.0
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env, fs = [], FS
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for _ in range(14):
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env += [1.0] * int(dot * fs) + [0.0] * int(3 * dot * fs)
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env = np.array(env)
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t = np.arange(env.size) / fs
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audio = env * np.sin(2 * np.pi * 700 * t)
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assert not decode_morse(audio, fs).is_morse
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# -- what the capture window cut off ----------------------------------------
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def _clipped(msg, wpm, head, tail):
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audio = morse_audio(msg, wpm, FS, 20)
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return audio[int(head * FS):audio.size - int(tail * FS)]
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def test_a_character_sliced_by_the_window_is_dropped_not_guessed():
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"""A K with its first dash missing is an A, not a worse K."""
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r = decode_morse(_clipped("K1AA", 20, 0.55, 0.55), FS)
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assert "A1AA" not in r.text, "half a character was reported as a whole one"
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assert any("cut off" in note for note in r.notes)
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def test_what_is_left_of_a_cut_word_is_not_reported_as_a_whole_one():
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"""K1AA caught halfway through reads as K1A, which is somebody else."""
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r = decode_morse(_clipped("K1AA", 20, 0.05, 0.9), FS)
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assert r.tail_cut
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assert "K1A" not in r.complete_text.split()
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def test_the_words_that_survived_are_still_reported():
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r = decode_morse(_clipped("VVV DE W1AW", 20, 0.6, 0.1), FS)
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assert r.head_cut and not r.tail_cut
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assert "W1AW" in r.complete_text.split()
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def test_a_complete_transmission_keeps_every_word():
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r = decode_morse(morse_audio("VVV DE W1AW", 20, FS, 20), FS)
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assert not r.head_cut and not r.tail_cut
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assert r.complete_text == r.text == "VVV DE W1AW"
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@pytest.mark.parametrize("head,tail", [(0.05, 0.4), (0.4, 0.05), (0.7, 0.7),
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(1.1, 0.3), (0.3, 1.1)])
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def test_a_truncated_capture_never_invents_a_callsign(head, tail):
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"""The point of all of the above: this text is looked at for callsigns.
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A station heard through half its ident is better reported as half an
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ident than as a different station, because the different station gets
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looked up and pinned to a map.
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"""
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from bandsaunter.callsign import find_callsigns
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r = decode_morse(_clipped("VVV DE W1AW/B FN31", 20, head, tail), FS)
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if not r.is_morse:
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return
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found = find_callsigns(r.complete_text, join_words=False)
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assert set(found) <= {"W1AW"}, f"invented {found} from {r.text!r}"
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# -- and nothing that was not sent ------------------------------------------
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@pytest.mark.parametrize("seed", range(10))
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def test_a_blip_of_noise_is_not_a_short_transmission(seed):
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"""The gates that let a two-character ident in must not let this in.
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With three or four elements the dot length is fitted to those very
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elements, so they land on the grid whatever produced them: a third of a
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second of noise decodes as a perfectly timed V. What separates them is
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that keying is a tone and noise is not.
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"""
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rng = np.random.default_rng(seed)
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for size in (1200, int(FS * 0.3), FS * 2):
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assert not decode_morse(rng.standard_normal(size), FS).is_morse
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@pytest.mark.parametrize("seed", range(6))
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def test_a_squelch_click_is_not_a_transmission(seed):
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rng = np.random.default_rng(seed)
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t = np.arange(int(FS * 0.5)) / FS
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for edges in ([(0.20, 0.25)], [(0.10, 0.14), (0.30, 0.34)]):
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env = np.zeros_like(t)
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for a, b in edges:
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env[int(a * FS):int(b * FS)] = 1.0
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audio = env * np.sin(2 * np.pi * 700 * t) + 0.02 * rng.standard_normal(t.size)
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assert not decode_morse(audio, FS).is_morse
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def test_a_tone_that_never_keys_is_not_morse():
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t = np.arange(FS * 2) / FS
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assert not decode_morse(np.sin(2 * np.pi * 700 * t), FS).is_morse
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@pytest.mark.parametrize("seed", range(4))
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def test_speech_is_not_morse(seed):
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from speech import synth_speech
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assert not decode_morse(synth_speech(2.5, FS, seed=seed), FS).is_morse
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